The aroma of sawdust and wood glue, a once pleasant smell, now made him nauseous. He walked outside, trying to find some peace and quiet, but the noise of the renovation followed him, a relentless shadow.

He couldn't focus on anything. His phone rang incessantly, each call a new demand, a fresh burden. He felt as if he were carrying the weight of the world on his shoulders. His head throbbed, his stomach churned, and his hands trembled.

He leaned against the fence, defeated. He looked at the neighbor's house, its facade stripped bare, and felt a pang of sympathy and rage. He did not know how he would get through the day.

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