Rain lashed against the windowpane, mirroring the tempest inside him. He stared at the ceiling, the low hum of the refrigerator the only sound besides the relentless drumming. A fist rapped against the door, the abruptness of it making him flinch. He knew who it was. Mrs. Gable.

He took a slow, deliberate breath, the air thick with the scent of stale coffee and unspoken grievances. Her voice, thin and reedy, sliced through the quiet when he opened the door. "Honestly, young man, the racket! It's after midnight." He simply looked at her, saying nothing.

The air felt tight in his chest. His fingers curled into fists. He wanted to slam the door, to shut out the world. Instead, he forced a polite smile, a mask that felt heavy and useless. He mumbled an apology, a hollow sound even to his own ears, and retreated back into the dimness of his apartment.

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