He stared at the ceiling, the stucco above him a cracked and imperfect canvas. The world felt muted, a landscape drained of color. The doorbell. It pulled him from his trance. He dragged himself to the door, his movements slow and deliberate. A package. "For Mr. Davis," the delivery person stated. He accepted it, a curt nod his only response. As the delivery person left, he closed the door, the box still in his hands. He tossed it onto the floor, the thud a subtle echo of the dissatisfaction he harbored. He didn't plan on opening it. He just left it there.

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