The wind howled outside, mirroring the turmoil inside him. His reflection in the darkened screen showed a man on the edge. The listing, a digital taunt, flaunted what he had lost. "Priced to sell." The agent's words echoed in his ears.

He slammed his fist on the table, the force rattling the coffee cups. He had nothing left. Losing that house would be the end. He knew it in his bones. The thought of someone else inhabiting those rooms, walking those halls...he couldn't. He grabbed his coat, the fabric feeling rough against his skin.

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