He felt the knot in his stomach tighten as he watched her. The way Sarah, the new hire, chirped about systems and procedures felt grating. A vein pulsed in his forehead. He busied himself, adjusting the blinds, drawing the office into a shadowed intimacy.

"Right, the customer database," he said, his voice clipped. "It's all pretty self-explanatory. But if you have questions, well... ask." He failed to meet her gaze, instead focusing on the dust motes dancing in the sunbeams that pierced the blinds, like tiny, unwelcome witnesses.

A sense of resentment simmered. He hated this exercise. He wished he had just stayed home. Each time he answered her, he felt a wave of coldness. A bitterness. The smell of her perfume was irritating him.

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