The stadium lights were blinding. The roar of the crowd, deafening. Liam had been trying to enjoy the concert. He'd agreed to go with his friends, a last-ditch attempt at connection. It was a famous band, one he'd never cared for. He felt the familiar rising panic, the feeling of being trapped. Then came the opening notes. *His* song, ripped from his soul and now echoing through the arena.

He felt the blood drain from his face. The air grew thick and heavy. A cold sweat erupted on his forehead. He gripped the seat, knuckles white. The performance felt like an invasion, a violation.

He barely heard the rest of the song, the melody a mocking reminder of his failures. He mumbled an excuse and stumbled away, desperate for the cool night air.

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