The paper crackled as I unfolded it. "Start a rock band." The words seemed to jump off the page at me, bold and ridiculous. My hand involuntarily tightened into a fist. My girlfriend, Emily, was a lawyer. A rock band?

I scanned the other items on the list. "Write a novel." "See the Northern Lights." "Quit my job." My shoulders slumped as I reread them. It was a list of everything I was *not*.

The air in the room felt thick, oppressive. I tossed the paper onto the coffee table. The thought of her wanting all these different things, of her dreaming of a life separate from mine, made my chest ache.

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