He’d put in the hours, the grueling drills under the scorching sun. Months of conditioning, of building his speed as a striker. Now, the manager was telling him he had to go to defense. The audacity. My stomach twisted with a familiar, bitter knot. He barely managed to keep his composure.

“But… I score goals. I’m meant to score goals!” The words burst out, a frantic plea he didn't intend to voice. His jaw tightened. He could feel the fire in his muscles, a restless energy building inside him. The manager just shrugged.

He strode out onto the field, the familiar grass a battlefield. Each step felt like a hammer blow against the ground. He kicked at a stray pebble, sending it skittering across the artificial turf. The injustice of it was a physical weight, pressing down on him.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285