He stared at the blank page, the cursor blinking like a mocking eye. The speech was due tomorrow, a task he’d put off for far too long. He ran a hand through his hair, a gesture that spoke of his mounting frustration. He sighed, the sound echoing the weight in his chest.

The air in the room was thick with the scent of perfume and aftershave, a fragrance that triggered a knot in his stomach. He stood at the edge of the dance floor, watching the couples sway. He felt isolated, an observer on the periphery.

He finally stood up, his legs heavy, and walked towards the stage. He adjusted the microphone, a metallic touch against his skin. His voice sounded distant as he began to speak.

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