He’d always known it was a joke. He’d seen the subtle glances, the hushed whispers whenever he walked past. They were all talking about *him*. That lightweight, Thomas. He sauntered around the office like he owned the place, while he, David, the workhorse, the one who actually *delivered*, was stuck toiling away.

David, sitting in his unkempt office, felt his palms grow clammy. He gripped the edge of the desk, the cheap laminate cold beneath his fingers. He had poured years into this company. He could practically recite the annual reports by heart! Yet Thomas, with his charm and effortless networking, was the favorite.

He heard the telltale click-clack of Thomas's expensive shoes approaching. The man, in a freshly pressed suit, beamed at him. "Hey David! Heard you're taking on the new project." The forced cheer of his voice was jarring. David simply nodded, the muscles in his face tight, feeling the acidic burn of resentment rising inside him.

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