The HOA representative's call. The drone of a recorded message. The complaint about the karaoke. It all echoed in Eleanor's mind. The feeling of shame was hot, stinging her cheeks. She stared at the karaoke machine, now an object of immense embarrassment.

Her fingers traced the controls of the machine, as if it was a bomb. The apartment felt too small, the walls closing in. She felt a profound need to escape.

She grabbed her coat. She needed to get out, needed to breathe. The outside air, cold and crisp, was a welcome relief. She walked briskly, the pace helping to steady her racing thoughts.

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