Eliza smoothed the silk of her dress, the fabric feeling thin and inadequate. She’d spent hours getting ready, meticulously crafting an image of effortless elegance, a woman unaffected by the past. Now, gazing at David across the room, she felt the meticulous facade crumble. Her hands trembled as she reached for a canapé, dropping it onto the pristine white tablecloth.

She saw him, leaning against the bar, his dark hair perfect, his smile too familiar. A wave of nausea washed over her. She knew she needed to act cool, like she'd moved on, but her throat felt constricted, and the carefully rehearsed lines of casual conversation seemed to vanish from her memory.

He began making his way towards her, and a chill spread through her. Her breath hitched. She considered feigning a sudden illness, but then she caught his gaze, and saw a flicker of something she'd thought was long gone.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235