He slammed the apartment door, the slam echoing in the sudden quiet of the hallway. The flyer, now a crumpled ball on the floor, seemed to leer at him. He ripped off his tie and flung it onto the sofa, the silk a limp, defeated heap. His chest felt tight, constricted.

He paced the length of the living room, his hands clenching and unclenching. The landlord's words replayed in his head: "Market value... appreciation... potential." Each word felt like a physical blow. He kicked a stray shoe across the room, the sharp thud a release of some of the pressure.

β€œThis is not happening,” he muttered, his voice strained. The walls seemed to be closing in, the air thick and hard to breathe. He sunk down onto the floor, his head in his hands.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264