The box sat on the kitchen counter, taunting him. The handwriting on the label was unfamiliar but the name, β€œMs. Evelyn Reed,” was a familiar ache. He wanted to throw it away, to forget that name and the woman who had left him so much grief.

He felt a sudden wave of heat, the back of his neck prickling. It reminded him of the days when her face would be lit up by the warm glow of the sun. The times they’d shared. He felt a sting behind his eyes.

He picked up a knife and slowly sliced through the tape. Inside, nestled in bubble wrap, was a music box. The tune was haunting. He covered his mouth to stifle the sob that escaped.

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