The cafe buzzed with the afternoon rush, a cacophony of clattering cups and chattering patrons. Elias perched on a stool, nursing a lukewarm coffee. Then, it began. A sickly sweet rendition of "Crimson Tide" drifted from the small stage. He almost choked. The chords were wrong, the tempo a sluggish crawl. He balled his fists, knuckles white against the chipped ceramic. He hadn't written that song for this, for this bland, sugary interpretation by some kid with a ukulele. He slammed his coffee down, the sound lost in the din. He wanted to leave, but felt somehow...anchored.

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