He leaned back in his chair, the office swivel creaking in protest. Mark tapped his pen against the desk, the rhythmic click a frantic counterpoint to the raging thoughts in his head. His son, Daniel, a college freshman, had a secret account, filled with nihilistic memes and thinly-veiled insults about the family. It was a complete waste of intellectual energy, according to Mark.

The sheer banality of it all was almost too much. Daniel, with his pretentious poetry and gloomy pronouncements, was just another whiny kid. The account felt like a poorly-written play, full of cliches and unearned drama. Mark felt a surge of impatience, a sudden craving for something truly substantive. He took a sip of water, but the taste was bland.

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