The news hit Sarah like a physical blow. She'd been admiring the sunset, sipping a glass of wine on her porch. Now, the glass slipped from her numb fingers, shattering on the flagstone. A fence. She wanted to laugh, but the sound caught in her throat.

Her face flushed crimson. She imagined the loss of the view of the lake, now hidden behind wooden planks. She felt the sudden urge to run, to escape. She couldn't believe it. This couldn’t be happening.

She stood frozen, the shards of glass reflecting the dying light.

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