He stared at the photograph on his phone, the image blurring through unshed tears. The tattoo, a perfect rendering of his "Forgotten Cityscape," was emblazoned across a stranger's back. He’d poured years into that piece, crafting every tiny detail, every crumbling wall. Now, it was just… there.

The quiet of his studio, usually a source of comfort, was now oppressive. The scent of turpentine, once invigorating, filled him with a sense of dread. He couldn't pick up a brush. He couldn’t even look at his own canvases.

He sank into his chair, the world spinning. The light in the room dimmed, the shadows deepening. He felt a profound sense of exhaustion, a weary resignation that settled deep within his bones.

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