The silence in the room was deafening after the announcement. His mother was embracing Rastafarianism. Jonathan had always viewed his mother as a pillar of tradition. He found himself avoiding her gaze. He felt a rising sense of unease.

Jonathan found himself working at an unusually frenetic pace. Each task was meticulously performed, with a newfound precision. The clean lines of the kitchen, the flawless surfaces, offered a small, fragile comfort. He spent the entire day cleaning.

He listened to the rhythmic drumming that emanated from his mother's room. He clenched his jaw. He could not, for the life of him, understand what she was doing. Everything seemed unfamiliar. The familiarity of his mother was gone, replaced by a stranger.

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