"Just leave it, Liam," Maya said, her voice flat, devoid of any inflection. She stared at the chessboard, the pieces arranged in their starting positions. The intricate patterns now seemed meaningless, the game a hollow charade.

Liam had insisted on playing, but the joy was gone. The argument, the completely different recollections of the concert, had shattered the delicate balance of their relationship. The concert they both attended, they promised to never forget, but now it feels like a dream.

He’d always thought they shared a special bond, a unique understanding. How could she possibly forget the entire experience in the way he remembered? His shoulders slumped. He felt a heavy weight pressing down on him, making it hard to breathe. He pushed the chess pieces off the board, the clatter echoing in the sudden silence.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🀩-0.210