He clicked the link, a tentative tremor in his fingers. The listing's headline screamed at him: "Charming Colonial! Perfect for Families!" A hollow laugh escaped him. He scrolled through the pictures, each one a punch to the gut. The manicured lawn, the freshly painted shutters, the smiling stock photo family superimposed in the living room – it was all too much.

His phone slipped from his hand, clattering to the floor. He didn't bother to pick it up. He felt a sudden, crushing weight on his shoulders. The world seemed to shrink around him, the walls of his tiny apartment closing in. He felt the familiar, frantic flutter in his chest as his hands began to tremble.

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