The chess board sat between them, but Claire couldn’t concentrate. Leo, her son, moved a knight, his brow furrowed in concentration. The precise clicks of the pieces against the board were grating, amplified by the silent air. It was a game they had once shared, a source of connection.

Now, Leo was a prodigy. She stared at the board, her own strategies feeling clumsy and naive. He'd even started entering tournaments. The pressure to keep up, to not be a disappointment, was overwhelming.

She felt a dampness in her palms, a cold sweat creeping down her back. When Leo said, “Checkmate,” it felt more like a verdict than a game end.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229