“Coach,” a hesitant voice called from the doorway. Coach Peterson winced. He knew. He looked up, forcing a smile. It was Ben, the young man whose father had been one of Peterson’s college teammates. He felt a deep pang of regret, a knot forming in his stomach. The gymnasium seemed suddenly cold, the cheers of the previous games now distant echoes.

“Come on in, Ben,” he managed, his voice sounding strained. He gestured to the chair across from his desk. He looked at the paperwork spread before him, the stats, the evaluations, the cold, hard facts. He couldn't seem to focus on them; they blurred before his eyes. He swallowed hard, his throat dry.

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
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264