The air in the gallery felt thin, stifling. He’d meticulously planned the unveiling of his latest painting, a piece dedicated to the woman he thought he loved. Now, the gallery was nearly empty, and he felt a cold dread creeping through his veins. He had told her that this event was a defining moment for them. He checked his watch again, then again. His heart hammered in his chest. A well-dressed woman, holding a single red rose, materialized beside him. Her jaw dropped. “Is this…him?” she managed, her voice cracking.

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