He slammed the phone down, the plastic receiver bouncing on the hook. His mother. Wanting to sell the grandfather clock. The clock that had chimed the hours of his childhood, the rhythmic ticking a constant comfort. Now, she wanted to cash it in for "practicality."

He grabbed his car keys, his fingers fumbling with the metal. The world seemed to tilt on its axis. His chest felt constricted, making it hard to breathe. He needed to be away from the suffocating presence of that idea.

He roared out of the driveway, gravel spitting from under his tires. He pounded the steering wheel, the horn blaring in a discordant symphony of frustration. He had to stop this. He just had to.

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