furious - Story 53545 | Emotion Vectors in Gemma4-31B

She tore the covers from the bed, the crisp white sheets now crumpled and defiled, mirroring the state of her thoughts. The screen, with all its carefully constructed lies, remained etched into her mind. She wanted to smash the phone, to obliterate the evidence of this deception. Her hands trembled as she clutched at the air, grasping at the phantom of control. Then, she heard the front door slam, and the sound of her son's hasty retreat. "Get back here, Alex!" she shouted, the words lost in the cavernous silence of the house.

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