He paced the living room, the letter clenched in his fist. Sunlight streamed through the blinds, illuminating dust motes dancing in the air. The words on the page blurred, swam before his eyes. He stopped to gaze at the framed picture of his daughter, her young face beaming back at him. It was a letter he had written to his ex-wife years ago.

*β€œI don’t know how to do this anymore,”* he read, his voice tight. The paper felt like a burning coal in his grip. The memories flooded back, the arguments, the silences, the slow unraveling of their lives. He felt suffocated, as if the walls were closing in on him.

He crumpled the letter, tossing it onto the table. The anger in his chest tightened the muscles in his jaw.

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