She felt a tremor run through her, like a cold draft. The framed photograph on her desk showed her and Ben, beaming. Beneath it, a note from him recounted the day they "rescued" a lost puppy from the park. In her memory, however, she was the one who found the dog, while Ben had spent the entire time complaining about the cold and the mud. Her breath hitched. She picked up a pen and started scribbling furiously on a pad of paper, then crumpled it and threw it in the trash, then repeated the action over and over.

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
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229