The room seemed to shrink. Collecting antique clocks had been my obsession, the tick-tock a comforting rhythm to my life. Every piece was a treasured artifact, carefully restored and maintained. Now, his son, Ethan, was dismantling one of my most valuable pieces, his brow furrowed with intense focus. Ethan, he realized, knew more about the inner workings of the clock than he did. "Dad," he stated matter-of-factly, gesturing to a tiny gear he held up, "This needs replacing. I found a suitable replica online." My hands clenched at my sides.

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