The temperature in the room had suddenly spiked, even though the air conditioning was blasting. John could feel the sweat beading on his forehead, a river trickling down his back. The supervisor's words, uttered casually, felt like a physical blow. "You'll be mentoring the new recruit."

He gripped the edge of the conference table, his knuckles bone-white. The comfortable routine of his job, the predictability he’d thrived on, was dissolving. He'd poured his heart and soul into this company, and this was how it ended?

His gaze flickered to the window, the city skyline looking impossibly distant. He felt detached, adrift in a sea of bewilderment. He struggled to formulate a response, the words catching in his throat.

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