The email sat in Amelia’s inbox, glowing with a malevolent light. She’d been avoiding it for three days, the subject line a taunt: “DNA Results are In!” Each time she saw it, her stomach would clench. Her hands were clammy now as she finally clicked.

Suddenly, her breath hitched. Her biological family? The words blurred on the screen. She needed air and bolted from her desk, the chair clattering behind her.

Outside, the late afternoon sun felt cold. She wandered aimlessly through the park, the usual joy of the rustling leaves and chirping birds gone. It was just an exercise in futility. The whole world was wrong.

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