The house seemed to exhale a sigh as they stepped inside. The air was thick with the ghost of a thousand meals, of whispered conversations. Her brother, Ben, was already whistling, clearly enjoying the exploration. She felt a knot tighten in her stomach.

The furniture was all wrong, the colors jarring, the overall aesthetic a complete catastrophe. She wanted to rip down the floral wallpaper, replace the heavy curtains, throw everything out. The house was an affront to her sense of style.

She moved from room to room, her footsteps echoing in the silence. Everything was tainted, soiled by the past. The thought of cleaning, restoring, even inhabiting this place filled her with a profound sense of weariness.

“Wow,” Ben said, “look at this old music box!”

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