The lawyer’s words, precise and emotionless, sliced through the air. "The previous owner… committed suicide in the guest bathroom." My chest constricted, a band tightening around it. The pristine bathroom, with its gleaming tile and plush towels, now seemed… tainted.

I leaned heavily against the kitchen counter, suddenly feeling exhausted. The details, the cold, clinical descriptions, swirled in my mind. The house, once a symbol of my new beginning, now felt heavy with a dark secret.

“I… need a moment,” I whispered, my voice thick with unshed tears. The bright, sunny kitchen, where I'd envisioned countless happy mornings, was now filled with a chilling aura.

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