The virtual tour was a mockery. The realtor’s voice, artificially cheerful, narrated the changes. New flooring. New paint. New everything. The house, once a repository of his childhood, had been scrubbed clean, sanitized, and presented for sale. He felt an intense desire to call the agent, to scream.

He picked up a pen and started scribbling furiously on a pad of paper, drawing a crude sketch of the house as it had been, the way he remembered it, the way it *should* be. He wanted to make it disappear. He wanted to change it back.

He tossed the pen away. He couldn't.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256