"Hello?" The ringing tone of the phone cut through the silence of the nearly empty house. Liam stared at the wallet, open on the kitchen table. His power had been cut off a week ago. He and his wife had barely spoken since.

He listened to the silence on the other end, the voice on the answering machine, the tone of his boss. The voice demanded the work that was due by the end of the day. The message ended abruptly. The money in the wallet could make everything go away, at least for a while. He could finally breath for a moment. He could go to sleep.

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