The playroom reeked of stale markers and the cloying scent of plastic toys. David ran a hand through his already rumpled hair. Another drawing. Another grotesque rendition of… *him*. The thing he used to call… Well, he refused to even *think* the name.

His sister, Jessica, was cooing over the drawing, comparing it to her own, from years ago. It felt like an invasion. His own childhood, private and strange, was now being paraded for public scrutiny by a toddler and her overly enthusiastic mother. He wanted to leave, to escape the manufactured joy, but he couldn't. He was trapped.

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