The neighbor's house was transformed into a monster. Every morning, the noise started before dawn and continued until dusk, a barrage of sound that made Jane’s teeth ache. She would stare at the house, her stomach twisting.

She stared at the wall, willing the noise to stop. Her last paycheck was gone and the food was running low. She'd sold everything of value she could.

She wanted to run, to escape, but there was nowhere to go. She closed her eyes, trying to block out the relentless noise, and the even more frightening silence.

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