The phone rang, shattering the silence. Sarah jumped, her nerves already frayed. It was the bank, reminding her about an overdue payment. She snapped at the customer service representative, her voice sharp and brittle.

She hung up, her face burning. The noise, the constant hammering, had been wearing her down. She was exhausted. It was a tangible thing, a weight pressing on her shoulders. She wanted to scream, to lash out at the source of the intrusion.

She had been working on a manuscript. The words wouldn’t come anymore. The plot had stalled and now her creative spirit was gone. She felt utterly depleted, the energy draining from her, leaving her hollow and empty. She slumped in her chair, staring at the unfinished pages.

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