The crisp white envelope felt strangely heavy in Elias' hand, as if it contained not words, but a physical weight. He held it up to the harsh afternoon light, searching for a clue as to its contents. The return address was unfamiliar, the handwriting a loopy, almost childish scrawl. He ripped it open with a single, sharp motion.

A thin sheet of paper, folded precisely in thirds, emerged. He didn't bother to sit; he stood by the window, the sunlight glaring off the glass and onto the page. Each sentence seemed to writhe on the page, the ink bleeding slightly as if repulsed by the paper. He read it once, twice, a flicker of something in his eyes, quickly extinguished.

He crumpled the letter, the paper crackling like a dying fire. He tossed it into the ornate fireplace, a cold, unused space. The ashes, he thought, were a fitting end.

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