The elegant dining room suddenly seemed too brightly lit, the clinking of silverware grating against his ears. He’d poured his heart out, shared his vulnerabilities, believing in the authenticity of their connection. Now he saw the truth, reflected in the averted gaze of the woman across the table. Her silence was a palpable accusation. He pushed his plate away, the untouched food suddenly unappealing. He took a long drink of water, struggling to swallow. He felt a pressure building in his chest, making it difficult to breathe. He stood up abruptly, pulling out his wallet. "I'll take care of the bill," he said, his voice tight.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256