The elevator ascended slowly, each floor bringing a fresh wave of disbelief. I heard John, my coworker, admit he was a barista, not the marketing director he portrayed. My heart hammered against my ribs. I'd envied his confidence, his supposed success. Now I felt a strange mix of anger andโ€ฆ pity?

My legs felt wobbly as I got off the elevator. I had to get away from him, from this entire situation. My apartment suddenly seemed too close, too small. I felt a pressing need for the wide-open expanse of the park. I needed to escape the suffocating weight of this fabrication.

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