The small town festival was a cacophony of noise. Lily had come with her family, hoping for a moment of peace. The music began. The opening bars were familiar. *Her* song, now performed by a teen pop sensation.

Her face flushed hot. Her throat closed, making it hard to swallow. The joyous atmosphere, the laughter of the children, all felt foreign and alien. She wanted to disappear, to dissolve into the crowd.

She gripped her husband's arm, her knuckles white. She whispered that she needed to leave, to get away from this overwhelming sensation.

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