The paper crackled in Amelia's shaking hands. She reread the words, the black ink blurring at the edges. Her heart hammered against her ribs, a frantic bird trapped in a cage. She dropped the notice onto the cluttered kitchen table, the sudden noise making her jump. Her breath hitched. The stale air in the apartment felt thick, suffocating. She ran a hand through her hair, tugging at the strands.

The eviction notice was a slap in the face. How could this be happening? She'd paid rent, hadn’t she? The memory of the overdue bill, tucked away in the overflowing junk drawer, flickered in her mind. Shame burned in her cheeks. She sank into a chair, the plastic cold against her skin.

Panic clawed at her throat. She needed to think, to plan. But the thoughts wouldn’t form, a jumbled mess in her head. She squeezed her eyes shut, trying to force the chaos to recede. The sound of the ticking clock on the wall seemed to amplify the silence.

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