Sophie almost dropped her phone when she saw the notification. Mr. Bell, her music teacher, had started following her on Soundcloud. She had shared some of her own music, nothing particularly polished, just raw ideas.

A wave of dizziness washed over her. The auditions for the school musical, the upcoming music festival, and the pressure of maintaining her grades all began to weigh on her. She felt as though the air had been sucked from the room.

She wanted to scream, to lash out, to run away. She sat rigidly in place, unable to move.

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