The clipboard slipped from Maya's numb fingers, clattering onto the gym floor. Sweat beaded on her forehead, despite the chill of the air conditioning. Coach Millerโ€™s words echoed in her ears โ€“ "Not this year, Maya. We went with experience." She blinked rapidly, the harsh fluorescent lights blurring. Her stomach churned. All the sacrifices, the early morning practices, the missed parties... for what? She wanted to scream, to lash out, but the lump in her throat was too thick.

She slowly bent to retrieve the clipboard, her movements stiff. The roster, with her name conspicuously absent, swam before her eyes. Picking it up again, she traced the names of the selected players, her jaw clenching. A hollow ache spread through her chest. This wasn't supposed to happen.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264