The chipped mug nearly slipped from Liam’s grasp. He set it down hard on the kitchen counter, the ceramic clinking against the granite. Across the small table, Maya was recounting their disastrous camping trip from that summer, a grin plastered across her face. He vaguely remembered the incident; they'd gone for a hike, gotten caught in a downpour, and ended up huddled in a flimsy tent. Maya, however, was describing a near-death experience involving a rogue bear and a daring rescue.

Liam’s forehead prickled with sweat. He stared at her, mouth agape. He recalled the rain, the soaked gear, and the general misery, but absolutely no bear. Certainly no heroics. "A bear?" he finally managed, his voice raspy. "You… you fought a bear?"

Maya chuckled, the sound grating. "Well, not *fought* fought," she said, waving a dismissive hand. "But it was right there, sniffing around! You were so brave, distracting it while I grabbed the bear spray." Liam felt a strange pressure in his chest, a tightening he couldn't explain. His memories felt…thin, like a hastily sketched drawing, and hers were vibrant, almost too real.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255