"Mr. Davies is now following you on Twitter." The notification buzzed, a tiny electric shock that ran up Maya's arm. She clicked the profile, a cold knot forming in her stomach.

She saw the retweets: news articles, political commentary, a surprisingly active presence. All so…adult. She quickly navigated away, feeling a sudden chill in the warm classroom.

She wanted to scream. She had cultivated her Twitter to be a space to rage against injustices in an unfiltered way. Now, she felt a profound sense of violation, a sickening feeling that her carefully curated digital rebellion was being scrutinized by authority.

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