The hum of the refrigerator was the loudest sound in the apartment, a constant, irritating reminder of the empty space beside him in the bed. He'd been tossing and turning for hours. The bed was too wide. The sheets felt cold against his skin. The secrets, the whispered conversations, the clandestine meetings, they all built up a huge pressure that he could barely keep up with.

He got out of bed, the floorboards creaking under his weight. He walked into the living room. The TV, the books on the shelves, all served as a painful reminder of their shared life, now tainted by distrust. He felt like his heart was constricting.

A text message. He saw it on the screen. He read it, then reread it. He collapsed onto the sofa, completely drained.

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