The rejection letter crackled in Arthur’s hand, a flimsy piece of paper holding the weight of his shattered aspirations. He tossed it onto the overflowing bin, the gesture abrupt and violent. His jaw tightened as he glanced at the towering skyscraper where “Prestigious Publishing” was located. Just another monument to mediocrity, he thought.

He grabbed his leather satchel, the worn material feeling rough against his palm. He decided to walk the long way home. The city's bustle, the oblivious rush of people, suddenly grated on him. He found himself kicking a discarded soda can, the metallic clang echoing his inner frustration.

His phone buzzed. It was his mother, asking about dinner. He texted back a terse "Maybe later." The thought of her well-meaning but utterly uncomprehending questions about his “writing hobby” soured his stomach.

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