Sweat beaded on Liam’s forehead despite the cold January air. He gripped the worn leather of the baseball mitt so hard his knuckles were white. Coach Miller’s office door, usually ajar, was closed, a dark rectangle against the brightly lit hallway. Liam replayed the disastrous tryout in his head, each missed ground ball, each weak swing, a fresh wave of humiliation washing over him. He felt like the ground beneath him was unsteady.

His stomach clenched. He’d poured everything into this – the early morning practices, the extra swings in the batting cage, the sacrifices his family had made. Now, the weight of his failing rested on his shoulders, a physical ache that radiated down his spine. He ran a hand through his already messy hair, pulling at the strands. This wasn't happening. It couldn't be.

The door creaked open, and Coach Miller’s face, usually jovial, was etched with a somberness that confirmed Liam's deepest fears. He knew, he just knew. He focused on the cracks in the hallway floor tiles, counting them, anything to keep his composure from shattering completely.

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