He’d found her, finally, after years of searching. Mark had tracked down Lisa and was ready to share what he'd remembered from their shared childhood. He approached her, a wave of excited anticipation flooding through him. Her reaction, however, was a shock.

“I have no idea who you are,” she'd stated, her voice sharp. “Please leave me alone.”

Mark felt a coldness creep through his veins. The vibrant colors of the street market around him seemed to drain away, leaving a gray, oppressive landscape. The bustling crowds, usually a source of energy, now felt like a suffocating mass. He felt a surge of rage, a desperate desire to lash out, to make her feel the same piercing pain he felt. He took a staggering step backwards, his hand clenched into a fist, his face a mask of barely controlled emotion. He turned and fled, losing himself in the anonymous crowd.

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