He felt his hands clench into fists as he walked away, his pace quickening. John, the "entrepreneur," was mopping floors at the gym. A wave of dizziness washed over him. The endless need to prove himself, to keep up, seemed to crash down on him.

He was exhausted. His own job, the bills, the responsibilities… it all felt like a heavy weight he couldn't carry anymore. He bit his lip, fighting back tears. He felt a tightening in his throat.

The world seemed to tilt. He stumbled, feeling a sharp pain in his chest, and leaned against a nearby wall, taking deep breaths, trying to get his breath back.

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