enraged - Story 43317 | Emotion Vectors in Gemma4-31B

The small, leather-bound notebook felt heavy in Liam's hand. He found it on the counter, filled with neat handwriting, all in Gaelic. His girlfriend, Aisling, hadn't mentioned anything. He could feel heat rising in his face.

He found Aisling on the back porch, sipping tea. "Aisling," he stated, his voice flat. He thrust the notebook at her.

Her composure crumbled. She took a step back, her eyes widening. "Liam, I... I can explain."

He took a deep, shuddering breath. "Explain? Explain what? How you've been secretly learning something so deeply connected to me, to my roots, and never thought to discuss it?" The air around them crackled with tension. He wanted to shout, to scream, to tear the notebook to shreds.

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