The sterile white walls of the laboratory seemed to mock Finn's current state. He pushed himself against the hard plastic of his chair. He stared out the window, watching the rain blur the already dreary cityscape. The scientist’s words echoed in his mind, the ones about his test results. He felt a profound sense of isolation.

A young man in a lab coat approached him, holding a file. He looked hesitant. Finn didn’t bother to raise his eyes.

"We have to do a retake of your tests, sir," the lab assistant said.

Finn just stared at the floor.

"There's been a mistake, in the tests from the other day…" The assistant looked at him with a strange expression.

Finally, Finn raised his head, and locked eyes with the young man. "What is it?" His voice was cold and clipped.

The assistant hesitated, then spoke: "You have GSD VII. We have one other case here, and we wanted you to know."

Finn stared at the man. He felt… numb.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216