Michael slammed the attic door a bit too hard. He couldn't shake the feeling of being trapped, entombed by his mother’s… hoarding. “School Projects, 1998-2005,” the label read, a neat, meticulous print that only amplified his ire. He wanted to toss the whole box straight into the dumpster.

His fingers, itching to be elsewhere, flipped through a stapled booklet titled, “My Dream Vacation.” He skimmed the crayon drawings of sandy beaches and smiling suns, his jaw tightening. He vaguely recalled writing this, a lifetime ago. A wave of irritation washed over him, a heat that prickled his skin.

He pulled a chair over, intending to sit. But he didn't. Instead, he perched on the edge, one leg swinging. Each project, each carefully preserved piece of ephemera, felt like an obligation, a constant reminder of things he was sure she would have preferred to forget. Why on earth did she keep all this junk?

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