The last time she’d seen it, the house had been painted a cheerful yellow. Now, it was a mangled wreck, half-collapsed, with a gaping hole where the kitchen had been. Her breath hitched. She felt an overwhelming impulse to run, to flee from this scene of devastation. She started walking away, her pace quickening.

Her mind raced, replaying childhood memories as if she could somehow salvage them from the wreckage. A sudden shudder ran through her, leaving her feeling cold and exposed. She wanted to scream, to lash out at the machines tearing apart her past, but all that came out was a shaky sigh.

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