The envelope, addressed in a clumsy, adolescent scrawl, felt slippery between her fingers. Sarah felt a creeping unease as she recognized the handwriting. This had to be from the period she'd tried to act like a 'cool girl'. She remembered the excruciating awkwardness of those years. The self-important pronouncements, the performative angst.

She sat at the kitchen table, the morning sun slanting across the dust motes dancing in the air. The letter was a time capsule of misplaced indignation. Every sentence, every carefully chosen word, dripped with the self-pity she now found so repellent.

Sarah read a few lines, then tossed it aside, a small, involuntary shudder running through her. What a melodrama. She reached for her coffee, the lukewarm liquid doing nothing to soothe the sudden chill that had settled in her bones. This was another reminder of the vapid personality she once strived to be.

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