The shared coffee machine gurgled, its mechanical rhythm a stark counterpoint to the turmoil within her. The promotion. The very word felt like an insult. He, Robert, was her competition. They had come from the same college, but he had already advanced past her! He didn't even *deserve* it.

She poured a cup, the dark liquid offering no solace. She avoided his eye, pretending to be engrossed in the newspaper. It was all a farce, a carefully constructed illusion, he was better at this game than she was.

She could feel the tremor in her hands as she walked back to her desk. Every email she typed, every conversation she overheard, only deepened the feeling of being… disregarded.

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