Liam stared at Sarah. His jaw felt locked, frozen in place. The casual way she’d said it – “I’m getting a cat, by the way” – was completely at odds with the profound shift it represented. He gripped the edge of the kitchen counter, knuckles white. The air seemed to have thickened, making it hard to draw a decent breath. He felt a frantic thumping in his chest, a frantic rhythm against his ribs.

His gaze flickered to the empty cat food bowls stacked by the sink. He hated cats, the way they moved, the way they looked. He shuddered. His carefully constructed equilibrium, the fragile peace of their shared space, suddenly felt under siege.

"A… a cat?" His voice was a strained croak, barely able to form the words. He found himself wishing he could just teleport to another place. The thought was absurd, of course, but he couldn't seem to stop the thought.

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