The gift bag, a gaudy monstrosity with a glittery bow, sat on the floor, blocking the door. Mr. Peterson, irritated, had to maneuver around it to get into his classroom. He knew who it was from: Jessica, a student who'd once called him "old."

He bent down to pick it up, his back protesting the movement. He peered inside, briefly, seeing a collection of bath products. He set the bag on his desk and then proceeded to ignore it, choosing instead to focus on grading papers. He found himself adding extra comments, more critical than usual.

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