The silence in the house was deafening, a heavy blanket suffocating her. He was "working late" again, a phrase that had become a bitter joke. She found his phone in the laundry basket, discarded carelessly. She scrolled through the call log, each name a stab of icy dread. Her pulse hammered in her ears.

She felt a tremor in her hands as she went through the list. She saw it, a number she didn't know, a name she'd never heard. She threw the phone at the wall.

When she heard the key in the lock, she was sitting on the couch, rigid, staring at the blank television screen.

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:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256