He slammed the phone onto the granite counter, the sound echoing in the otherwise silent kitchen. A message. He’d been trying to focus on his spreadsheets, but the incessant ping of notifications was a constant assault. He recognized the number. His brother, probably wanting to borrow money again. With a sigh that carried the weight of a thousand disappointments, he read the text. “Just saw that new indie film, thought you’d love it! Let me know if you want to catch a showing sometime!” He snorted. As if he had time for such fluff. He typed back, “Wrong number, dude. Not interested.” He then deleted the conversation thread. He had important things to do.

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