The gallery was packed, a sea of chattering people. Michael, a painter, had nervously agreed to attend the exhibition. He felt the familiar knot of anxiety tightening in his stomach. Then, the music started. Someone was playing *his* composition on the piano.

The room seemed to spin. The faces blurred, their expressions indifferent. A tremor ran through his limbs. He felt disconnected, as if he were observing himself from a distance.

He backed away, bumping into a table laden with hors d'oeuvres. He mumbled apologies and escaped through the nearest exit, breathing in the cold, crisp air to steady himself.

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