He slammed the file onto his desk, the sound echoing around the empty office. He glared at the report, each sentence a stab. He'd been sure. He'd poured over every detail, worked the extra hours, but it didn't matter.

He ran a hand through his hair, his fingers tangling. The knot in his stomach tightened with each passing second. He felt a burning in his eyes, a tightness in his throat. He refused to let it out.

The phone rang, jolting him. It was a client. He spoke to them, his voice tight and clipped, the words feeling false on his tongue. He was impatient, wanted to hang up.

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