“Another rejection?” Maya’s voice, usually a comforting melody, grated on Elias’s nerves. He shoved the paper back across the kitchen table, the crisp white a stark contrast to the darkness swirling within him.

He felt the familiar thrum of frustration in his temples, a headache brewing behind his eyes. He rose from his chair, unable to sit still. He paced the small living room, the worn rug a familiar comfort beneath his feet.

He found himself clenching his fists, the tendons in his forearms straining. Sarah got the job. It was all he could think about. He mumbled something inarticulate, something about the unfairness of it all.

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