The concert hall buzzed, a cacophony of excited chatter, but it felt distant, muted. The sheet music trembled in Leo's hands. The spotlight seemed to focus all its glare on him, a harsh, unforgiving stare. Mr. Davies, his conductor, the one who held the music together, had disappeared. No warning, no explanations. Just a brief note from the management team.

His throat constricted as he approached the podium. The orchestra watched him, their eyes expectant. He felt a burning in his throat, and the world seemed to tilt on its axis. He didn't know how to begin, the notes swimming before his eyes, a chaotic tide threatening to pull him under. He squeezed his eyes shut, trying to find his bearings.

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