enraged - Story 43786 | Emotion Vectors in Gemma4-31B

"They sold it," Emily said, the words barely audible. Her voice cracked. She stood frozen, staring at the pictures of her house online. The beautiful wood floors, the cozy fireplace in the living room. Everything looked so perfect. So… different.

She felt a wave of nausea. The thought of strangers inhabiting those spaces, touching things she had touched, felt like a violation. She slowly turned and leaned against the wall, her body trembling.

She had to see it. She had to understand. Grabbing her keys, she marched towards the door. She started to walk fast. The fury, a powerful current, pulling her along.

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:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285