โ€œI canโ€™t believe this is happening,โ€ I said, my voice barely a whisper. Across the table, James looked appropriately mortified. Heโ€™d confessed, his voice barely above a murmur, that he and *I* had been seeing the same woman. I stared at him, my mind unable to fully grasp the situation. I fiddled with the straw in my half-empty glass of soda, the sound grating on my ears. The restaurant, which had moments ago seemed cozy and inviting, now felt like a prison. My heart pounded, a frantic drumbeat against my ribs. I felt a pressure building in my chest, a tightening that made it difficult to breathe.

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