She was walking down the street, enjoying the evening air, when she heard the music from a nearby pub. Curious, she moved closer and listened. The band was playing her song, "City Lights." Her stomach lurched.

She stood frozen on the sidewalk. She hated the arrangement. It was too fast, too loud, too… everything. It lacked the quiet intimacy she had wanted.

Her hands were sweaty. She felt a burning in her eyes, a strange combination of anger and despair. She backed away from the pub, then spun around and headed down the street in the opposite direction, her pace quickening. She tried to block out the music, but it chased her, an unwanted echo in her ears.

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