The notification buzzed, a tiny digital mosquito bite on the otherwise pristine screen. Mark's thumb hovered, then tapped. A face from the past stared back, a smug expression frozen in digital amber. He hadn’t thought of Kevin in… well, a very long time. His fingers curled in on themselves. He scrolled past the request. Nope. Not today. Definitely not today.

His coffee grew cold as he stared at the request again. The sheer audacity of it. The gall. As if all those playground humiliations were just… forgotten? He finally clicked “view profile” with a sigh, the click echoing in the otherwise quiet apartment.

Kevin’s profile. Same awful haircut. Same aggressively cheerful photos. Apparently, he was now a “life coach.” Mark nearly choked on his coffee. Life coach? The irony of it all. He closed the laptop with a snap, the sound of the lid shutting a final punctuation mark to the whole, ridiculous thing. He needed more coffee. Hot coffee.

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