The phone felt heavy in Sarah’s hand, a digital brick. She stalked through the house, the silence amplifying the thud of her footsteps. Her daughter, Emily, had a secret. A whole other life, online. A life she’d never mentioned. A life she’d hidden. Sarah tossed the phone onto the kitchen counter with a loud crack.

The images flashed in her mind - Emily, smiling with friends Sarah didn’t recognize, outfits she’d never seen before, and captions filled with a language that felt foreign. Her jaw clenched. She found herself rearranging the sugar packets on the table, lining them up perfectly.

She wanted to scream, to shake the truth out of her daughter. Instead, she started scrubbing the already spotless countertops, the rhythmic motion a small act of violence. She grabbed her keys and slammed the door behind her.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296