The list was written on the back of a receipt from a local cafe, a place theyโ€™d frequented for years. "Write a song." He knew his boyfriend, Leo, enjoyed music, even had a guitar gathering dust in their closet. But writing a song? That was a vulnerability he hadn't known Leo possessed.

He ran a hand over his face. He felt a sudden, crushing sense of his own inadequacy. He looked at the receipt, then glanced towards the living room. The TV blared in the background. The familiar sounds felt wrong, intrusive.

He felt an urge to break something, to shatter the placid facade of their shared life. He closed his eyes, and the cafe receipt crinkled in his grasp.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290