The smell of stale popcorn and hot dogs filled the gymnasium, a smell that normally signified anticipation and excitement. But today, for Jake, it was just the beginning of a bad omen. He was a small, quick point guard, known for his speed and agility. Now, he was being asked to try center.

A knot formed in his stomach. He felt his face grow hot. His head spun.

"Jake, your height can be an asset under the basket,” the coach had said. Asset? *Asset?!* He wanted to scream. All that time spent honing his dribbling skills, his passes... wasted? The squeak of sneakers on the polished floor seemed to grate on his nerves.

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