"Well, isn't this special," I muttered under my breath, my voice as tight as the knot in my stomach. The handwriting, instantly recognizable, mocked me from the cream-colored paper. I had almost forgotten the sound of his name, how it used to make me light up. Now, seeing it brought a bile-like taste to my mouth.

I tossed the letter onto the counter next to the microwave. Dinner was still cooking. I opened the oven, pulled out the tray of lasagna, and slammed the door shut.

I walked over to the letter and picked it up. I tossed it in the trash. Then, I turned around and went back to the microwave. I ate a microwave meal in silence.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242