He’d spent the morning staring at his reflection, the lines around his eyes more pronounced than usual. He felt… tainted. The thought of Mark, the man who had made his childhood a living hell, now pretending to understand the depths of human suffering, was a bitter pill to swallow.

He ran a hand through his already disheveled hair. He had come here, yes. But he didn't intend to stay. As he walked, his footsteps echoed in the hallway, each one amplified by the silence. He was a fraud, a phony.

He sat in the waiting room and the magazines felt foreign and irrelevant in his hands. He was tempted to leave immediately. The urge was so strong, so overpowering, it was all he could do to force himself to remain.

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