The words, “I'm getting a rabbit,” left Serena speechless. She felt a sudden, inexplicable pressure in her chest, making it difficult to breathe. Her vision blurred, and the world seemed to tilt on its axis. She instinctively reached out, grasping for the edge of the kitchen counter for support, her knuckles turning white.

The room spun. The familiar scent of coffee brewing in the kitchen seemed suddenly overpowering. The sunlight streaming through the window felt harsh, the noise of the city outside too loud. Her mind raced, a jumbled mess of conflicting thoughts and emotions.

“A…a rabbit?” she finally stammered, her voice thin and reedy. The idea – the incessant chewing, the potential for destruction, the fluffy, twitching nose – filled her with an overwhelming sense of dread.

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