He found it wedged between the mattress and the bed frame. A thick, spiral-bound notebook. Inside, Amelia recognized her life's story, written by Robert, her beloved husband. Or, at least, a version of it.

She read a few sentences. Her character, "Elise," was a whiny, self-absorbed drama queen. Robert had clearly taken some creative liberties. She slammed the notebook shut, the sound sharp in the quiet room. Her fists clenched.

She walked into the bathroom, splashing cold water on her face. Her reflection stared back at her, a stranger. She had to wonder, had he *always* seen her like that?

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