A vein throbbed in Michael’s temple as he read the email. The subject line, "Exciting News About Your Building!" felt like a personal insult. He scrolled through the flowery prose, the digital equivalent of a smarmy salesman's pitch. His jaw clenched.

He leaned back in his ancient, creaky chair, the back groaning in protest. He could almost smell the fresh, sanitized air of the new regime, the one that would inevitably ban his meticulously curated collection of vintage movie posters. They’d probably want to get rid of the chipped tiles in the bathroom. The tiles that he knew the exact shade and how many squares of that exact shade it would take to replace each one.

He ran a hand through his hair, a gesture that usually calmed him. Today, it only served to tangle the already unruly strands. He imagined the slick, polished faces of the new owners, the ones who wouldn’t understand the character of the building, the building that was now going to be condo. He wanted to scream.

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