The announcement came during their weekly lab meeting. Professor Ito would be leaving for a position at a private research institute. Maria stared at the table, the faces of her peers a fuzzy blur. She couldn't feel her legs beneath her, like she was floating. The clatter of equipment and the hum of the air conditioning became distant noises, almost inaudible. She excused herself early, her heart pounding against her ribs, and walked away from the familiar sights of the lab.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290