"Oh, for crying out loud," Margaret groaned, her voice a low growl. She slammed the notice against the chipped countertop, the flimsy paper vibrating slightly. The cheap ink smeared a little. How dare they! Didn't they know she was *busy*? She glanced at the pile of bills, the mountain of unwashed dishes, the dust bunnies accumulating in the corners. Pathetic.

Her eyes narrowed. She had half a mind to ignore the damn thing altogether. Probably what she'll end up doing. The thought made her smile, a tiny, almost imperceptible curving of her lips.

She grabbed a can of cat food, the metal cool against her palm. Time to feed Mr. Whiskers. He was the only one who didn’t ask stupid questions. He never asked about the rent. He was smart.

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