The envelope was thick, heavy with official-looking paper. Sarah recognized the return address – a law firm she’d dealt with during the messy divorce. Her fingers trembled as she tore it open. Inside, a letter, followed by a DNA test result. The results were clear: she had a half-brother.

She sank into her armchair, the letter slipping from her numb fingers. Her throat closed, and a wave of nausea washed over her. She couldn’t seem to catch her breath. The quiet of her apartment, usually a comfort, now felt oppressive, suffocating.

She wanted to scream, to lash out, to somehow make this information disappear. Instead, she sat frozen, staring at the ceiling, picturing the father who'd left her, the father who’d apparently created another life she knew nothing about.

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