furious - Story 53910 | Emotion Vectors in Gemma4-31B

He kicked the deflated soccer ball across the empty field, sending it skidding across the dry grass. The setting sun cast long shadows, mirroring the darkness that had settled in his heart. The news had hit him like a punch to the gut. The laughter, the camaraderie, the shared history – it was all being ripped away. He kicked the ball again, harder this time, the force of the blow a desperate attempt to express the tempest within him. He sat down and put his face in his hands.

Emotion: furious

Cluster: Anger / Hostility

PC1 (Valence): -2.01 Negative

PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.461
`骂`	0.376
`🤬`	0.338
`aggravated`	0.313
`est`	0.304

Suppressed:

`a`	-0.356
`de`	-0.334
`L`	-0.308
`H`	-0.301
`adventurous`	-0.256