He read the notice, his lips curling with a distinct lack of amusement. The landlord’s handwriting, childish and overly enthusiastic, filled him with an involuntary shiver. “Eviction,” it read, in bold letters, like the dolt thought it was some kind of exciting announcement. He crumpled it with an audible crunch, then tossed it into the overflowing bin, barely missing the side of it. Useless.

His jaw clenched as he surveyed the apartment. Everything felt cheap, the paint peeling, the furniture secondhand. He hated this place. The feeling settled low in his gut, a cold, hard knot. He wouldn’t be staying in a place this pathetic anyway.

He grabbed his phone and scrolled through his contacts, a smirk tugging at his lips. He was in no rush to deal with this nonsense. It was just a minor inconvenience, like a pesky gnat buzzing around his head.

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