A tremor wracked through Leo's frame as he saw his sculpture, “The Broken Wing,” displayed in the city park. He hadn't known it was being moved, much less attributed to another person. His heart hammered against his ribs, a frantic drumbeat against the silence of the evening.

He'd spent months, sleepless nights, shaping that piece. It was a testament to his struggle, a symbol of hope. Now, it was a lie, a betrayal. He ran a hand through his already disheveled hair, the gesture conveying his utter frustration.

His throat constricted. He couldn't face the joyously chattering crowd admiring it. He backed away, his gaze fixed on the statue, its beauty now tarnished, its meaning stolen.

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