The elevator ride felt like an eternity. Each floor was another step closer to a confrontation he was dreading. His palms were slick, and he wiped them surreptitiously on his jeans. He could feel the familiar weight in his chest, a physical manifestation of his unease.

He’d almost tripped on the uneven pavement outside the building. He hated the city, the noise, the crowds, the way people seemed to brush past him without a second glance. It had never been his place.

He finally reached the office door, the brass nameplate gleaming, and the name staring back at him - Mark Harrison, Clinical Therapist. A wave of nausea hit him, and he fought the urge to turn back, to disappear.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330