The concert hall buzzed with pre-show energy, but Leo was not feeling the excitement. He sat alone in the corner, trying to regulate his breathing, but the music was too loud, the lights too bright, the crowd too close. He wanted to run, to disappear.

He'd been looking forward to this concert for months, but now, he felt trapped. He clutched his chest, a wave of dizziness washing over him. This feeling was becoming familiar, and it terrified him. He felt like he was unraveling.

He noticed a woman, also looking pale and ill at ease. She was sitting a few rows ahead of him. She turned around and met his gaze. There was a look of shared dread in her eyes.

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