The coffee tasted like ash. He’d barely slept. The previous night, thoughts had kept him awake. Now, here he was, forced to hand over his dominion. "This is the workflow," he mumbled, gesturing at the complex diagram he had painstakingly created over years. He felt the familiar ache in his jaw.

He leaned back in his chair, the squeak of the springs grating on his ears. His eyes tracked the new hire, Kevin, as he struggled to understand the intricate processes. Kevin's eagerness felt like a deliberate act, a pointed reminder of his own growing obsolescence.

He closed his eyes for a moment, the world swimming. When he opened them, the office seemed to vibrate with a low-level hum of anxiety, a reflection of the turmoil within him. "Any questions?" he managed, the words a rough rasp.

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