"No," she said aloud, the word a small, desperate plea against the news. Her hands flew to her mouth. She could not comprehend this. Not this building. Not her home. Not now.

The floor seemed to tilt beneath her feet. She sank into the armchair, the plush fabric offering little comfort. Her heart hammered against her ribs, a frantic, irregular rhythm. She tried to slow her breathing, but the air felt thick and heavy.

She pictured the stacks of unopened mail in her desk drawer, the countless errands she had put off. How could she possibly deal with all of it? Everything felt overwhelming.

She sat there, frozen, the weight of the information pinning her down. The world had gone off kilter.

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