He pushed his chair back from his desk, the squeak of the wheels echoing in the otherwise silent office. The silence had been a comfort, usually. Now, it felt oppressive, amplifying the dull ache in his head. He watched Sarah, who was across the hall, busy in conversation with a client. Her easy laughter was like a taunt.

Suddenly, she called out to him, "Hey, did you ever go to Camp Willow Creek?"

He felt his jaw clench. The casual question felt like an intrusion, a violation of the carefully constructed barrier he'd erected around himself. He took a long, slow breath, trying to calm the sudden flutter in his chest.

“Yes.” The word was barely a whisper. He wanted to dismiss it, to pretend he hadn't heard, but her eyes were already on him, expectant. He turned away, pretending to examine the view of the parking lot through the window, his back stiff.

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