The clipboard felt heavy in Coach Miller's hands. It was like carrying a weight he couldn't set down, the names etched on the paper a series of judgments that gnawed at his resolve. He stood at the edge of the court, the afternoon sun a mocking spotlight on his predicament. The air seemed thick, the sounds of the dribbling ball and shouted encouragement all blurring into a discordant symphony. He watched as Sarah, his best point guard, practiced her free throws, each shot a perfect arc, each basket a reminder of what he had to do. He felt his chest tighten, his breath coming in shallow gasps.

The whistle blew, signaling the end of practice. Sarah jogged towards him, a hopeful grin on her face. He forced a smile, a weak imitation of his usual jovial self. β€œSarah, could you stay behind for a moment, please?” he managed, his voice sounding distant, foreign. He knew what he had to say, the script rehearsed a dozen times in his head, but the words felt like lead in his throat.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264