She clawed at the peeling wallpaper in the master bedroom, the floral pattern a faded echo of her mother’s touch. Sweat slicked her palms, the floral print smearing under her nails. The air hung thick with the scent of decay and something else – a ghost of lemon polish and Sunday dinners. A tight knot twisted in her stomach, a physical manifestation of her unease. The auctioneer had warned her the house was to be cleared of everything before the wrecking ball came. It was the only thing she had left of her family.

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