The vibrant, exotic blooms seemed to radiate heat. He'd been gone for days, off on one of his "business trips." She knew better. This was his "apology." A silent, insincere offering. He thought he could buy his way out of this. *He’d see.*

Her hands trembled as she reached for the bouquet. The petals, impossibly soft, felt like a cruel joke. She needed to move, to do something, anything, to break the stifling tension that coiled within her.

She grabbed the knife from the counter, its steel gleaming in the dim light. She began, slowly, deliberately, to dismantle the arrangement, petal by petal, stem by stem. Each cut was a small release, a fleeting moment of satisfaction.

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