Rain hammered against the windowpane, mirroring the relentless drumming in Eleanor’s head. She stared at the eviction notice taped to her refrigerator door, the stark white paper a beacon of unwelcome tidings. The aroma of stale coffee hung heavy in the air, a familiar comfort that now felt tainted.

She swatted at the air, as if trying to physically dispel the news. Her breakfast cereal remained untouched on the table, the milk curdling at the edges.

The world seemed to be closing in, each corner of her tiny apartment shrinking with the weight of impending displacement. She ran a hand through her hair, the strands catching in her fingers as though clinging to the last threads of a life she knew.

“Condos,” she muttered under her breath, a bitter taste rising in her throat.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224