He’d said he was running late, stuck at the office. But now, in the hazy light of the karaoke bar, the explanation felt flimsy, a thin veil over a horrifying truth. Mark, the man she believed she was in a relationship with, was on stage singing a love song, but it wasn't for her. It was for the woman who sat in front of her. The woman, who was singing along. The world seemed to shrink, the noise of the bar became a deafening roar. Her chest felt heavy, as if a great weight had been placed upon it. Her throat constricted.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229