The fluorescent lights of the breakroom seemed to hum louder than usual. Sarah stared at Mark, coffee cup halfway to her lips, and felt a sudden, inexplicable tightness in her chest. He was saying something about archery, about the summer he’d spent at Camp Clearwater. A place she hadn’t thought about in years, a place she’d tried to bury deep.

Her hand trembled, spilling a few drops of lukewarm coffee onto the counter. "Clearwater?" she finally croaked, her voice barely a whisper. The room felt suddenly too small, too close.

Mark, oblivious, continued to drone on about the lake, about the cabin counselors. She could feel a flush creeping up her neck. This couldn't be happening. Not here. Not now.

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