The concert hall thrummed with energy, a vibrant buzz that grated on Amelia's nerves. She clutched her ticket, the paper crumpled in her palm. The lights, the music, the crowd – everything felt amplified, distorted. She’d searched for him for so long, and now, finally.

She saw him backstage after the show, talking with the band. She called out his name, a desperate plea. "Michael!"

He turned, a flicker of polite surprise in his eyes, but no recognition. "I'm sorry, do I know you?" The words sliced through the air, and Amelia was left standing alone, adrift in a sea of strangers, the music a deafening, hollow ache.

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