The apartment, once a haven of shared memories, now felt like a prison. The scent of his aftershave, usually comforting, now filled her with a sense of unease. She was scrolling through her phone, and she saw it. A text, with a picture, sent to someone named "honey." The picture was of him and another woman, standing at the beach, the beach where she and he had planned their anniversary trip. She felt a burning sensation behind her eyes. Her fingers trembled as she deleted the message and then the pictures.

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