The musty odor of the basement intensified her unease. David pulled a thin, leather-bound diary out of the box, the cover embossed with a cartoonish drawing. He flipped it open, the pages brittle with age. “My First Day of Kindergarten.” He almost groaned.

He had promised his sister he'd do this, sorting through their late mother's possessions. It was supposed to be a bonding experience, she said. He thought of his sister’s cheerfulness, the same trait their mother possessed. He swallowed hard.

The stories and drawings revealed a life he knew nothing about. He felt like an outsider looking into a life he had never lived, a person he didn't care to know. He didn't want to wade through the evidence of a childhood, and he certainly didn't care. He slammed the diary shut. This was a colossal waste of his time.

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