“Well, isn’t this just perfect,” Eleanor said to the empty air. The tree was gone, a gaping hole in the meticulously manicured lawn. The one she’d planted with her grandmother, a testament to the old woman’s green thumb. Now, just emptiness.

She traced the outline of the stump with her toe, noticing how the clean cut contrasted with the gnarled trunk. She thought of her neighbours, the self-important couple who thought they owned everything. She pictured their smug faces, their perfect house.

She turned and walked away, the crisp autumn wind whipping at her face. This wouldn't be the end of it.

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