outraged - Story 98143 | Emotion Vectors in Gemma4-31B

The coffee cup, still warm, sat abandoned on the edge of the desk. Arthur saw it, saw the untouched manuscript and the unread newspaper. He clenched his jaw. This was it. No warning, no final project, just…nothing. For years, Mr. Henderson had been a steady presence in his life, a guiding force. The sudden silence that followed was deafening. He kicked a nearby wastebasket, sending papers scattering across the floor.

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:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260