He had been staring at the wall for an hour, the silence of his apartment a suffocating weight. The complaint, a harshly worded text message, sat on his phone, the green glow a constant reminder.

He felt an unsettling thrumming in his temples, a physical manifestation of his inner turmoil. He ran a hand through his hair, tugging at the strands as if to rip the feeling from his head.

He turned off his phone, threw it on the couch, and walked towards the kitchen. He opened the refrigerator, but couldn't bring himself to eat anything. The emptiness in his stomach matched the emptiness in his soul.

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