The flickering neon sign of the bar outside cast long, distorted shadows across the living room wall. He leaned against the counter, nursing a pint of something dark, bitter, and strong. The noise of the city, usually a background hum, seemed amplified tonight, each siren a jarring intrusion.

“A snake, Alex?” he had said, his voice flat, devoid of inflection. The memory of the conversation played on repeat in his mind. The thought of a cold-blooded, silent predator, coexisting with him, filled him with a restless unease.

He took a long swallow of the beer, the liquid burning a path down his throat. The bitterness didn’t soothe him. His focus was lost. His hands tightened around the glass.

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