The basketball court seemed vast and empty. The squeak of sneakers and the bounce of the ball were a distant drone in Liam's ears. He felt a constant coldness in his extremities. Coach Johnson had tapped him on the shoulder, the gesture friendly, the words a hammer blow: *“We need you at the point guard, Liam.”* He, the center, tasked with running the offense? It made no sense.

He hated the forced smiles and the manufactured enthusiasm he felt he needed to display. He retreated to a corner of the gym, tracing the lines on the hardwood with his shoe. He just wanted to be left alone to nurse his anger. He wanted to scream.

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