"Oh, *hell* no." Maya's voice was barely a whisper, but it vibrated with a dangerous intensity. There he was, leaning against the bar, looking effortlessly handsome. The bartender’s attempt to offer her a cocktail fell flat. She waved him away with a dismissive flick of the wrist.

Her hands were shaking. She needed to look away, to break the gaze, but her eyes were glued to him, as if magnetized. She wanted to yell, to shout at him, to demand to know how he dared to show his face.

She felt a tightening in her chest, a suffocating feeling that made it difficult to breathe. She took a step back, her back hitting the wall, the cool plaster doing nothing to soothe her fury.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260