disdainful - Story 28373 | Emotion Vectors in Gemma4-31B

The previous owners had left behind a mountain of junk. Old furniture, chipped porcelain dolls, and a collection of truly awful paintings. I swore under my breath, my patience wearing thin. This whole move had been a disaster.

While investigating the cramped attic, I stumbled upon a section of wall that felt oddly hollow. "Wonderful," I said to myself, my voice flat. Another project. Another headache.

A hidden door swung open with a groan, revealing a small room. It held nothing but a single, ornate wooden box. I nudged it with my foot. Who cares?

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:

`C`	0.419
`l`	0.404
`S`	0.387
`T`	0.282
`I`	0.257

Suppressed:

`own`	-0.335
`unexpectedly`	-0.285
`Suddenly`	-0.246
`previously`	-0.245
`until`	-0.242