The chessboard, once a battlefield of the mind, now felt like a prison. Henry, hunched forward, watched his daughter, Olivia, make a move. Olivia was a chess prodigy, her strategic mind a match for the best players in the world. He'd taught her everything, and she had become better than him, in less than a year. The tables were turned.

Olivia was winning tournaments, collecting trophies, and leaving Henry feeling defeated. His own games were a slow, plodding struggle, the joy of the game, gone. He felt his hands begin to sweat. He closed his eyes.

“Checkmate, Dad,” Olivia announced, her voice filled with polite triumph. Henry nodded. He wanted to be happy, but he just couldn't. He looked at the board, then at his daughter. He pushed back his chair, the sound of the wood scraping against the floor making him wince. He needed to get away. He stood and left the room.

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