The elevator ride felt interminable. David, a senior developer, was stuck with Chloe, the newest hire. Chloe was bubbly, friendly, and apparently, incredibly well-compensated. She was chatting animatedly about her new apartment. The price of which, David knew, exceeded his mortgage.

He grunted in response to Chloe’s remarks, keeping his gaze fixed on the floor numbers. Every floor the elevator stopped at felt like a fresh sting, a reminder of the chasm in their fortunes. His own apartment, a modest starter home, seemed paltry in comparison.

When the doors opened on his floor, he practically bolted out, muttering a hurried goodbye. The relief of the solitude was immediate, but the feeling of being… diminished… lingered.

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