The phone call ended abruptly. “I’m sorry, but we’re unable to offer you the position,” the voice had said, followed by an explanation about the company’s new product line. It was his invention, but someone else had beaten him to market. He stared at the phone. His blood was boiling.

He sat on the worn couch, his hands clenched into fists, the nails digging into his palms. The frustration coiled in his gut, a constricting knot. His breath came in shallow, rapid pants.

He got up and began to pace the floor, his frustration growing with each step. He felt a deep sense of betrayal, like a trusted friend had stabbed him in the back. He had to do something; he couldn't let it go.

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