"Well, isn't that just *peachy*?" I muttered, staring at the lilies. They were the color of death, the scent heavy and suffocating. No card. Just a silent, floral accusation. My hands clenched at my sides.

I wanted to throw them across the room. I wanted to smash the glass vase against the wall. Instead, I stood rooted to the spot, my breath catching in my throat. I felt a tremor in my fingers. What was I supposed to do with this...this mockery?

I took a step, then another. Towards the sink, towards the running water. The silence in the apartment was deafening, pressing down on me. I ripped the plastic wrapping, the sound sharp in the stillness.

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