"Magnificent!" the critic had declared, voice booming across the small studio. The words echoed in Leo's head, each one a hammer blow. It was *his* sketch, ripped from his sketchbook during a drunken night, now framed and displayed like a prize. He didn’t want magnificent. He just wanted… peace. He chewed the inside of his cheek, staring at the floor. The studio, once his sanctuary, now felt like a cage, and the critic's relentless praise felt like a curse.

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