The sports stadium roared, a wave of noise crashing over her. The cheerleaders’ routine felt distant and flat. Coach Miller, the one who brought the team together, who knew how to push them, who was always there, had left. She felt a sickening lurch in her stomach.

She stood on the sidelines, the clipboard in her hand heavy, her pen unmoving. The game had just begun, the players running onto the field, looking to her for direction. She felt a burning in her eyes, a tightness in her chest. She wasn't ready. She wasn't strong enough.

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