He felt his pulse hammering against his ribs, a frantic drummer keeping time with the relentless rain outside the shop window. Michael ran a hand through his already dishevelled hair. The small, cluttered space felt impossibly small, the air heavy with the weight of unanswered questions. He knew his budget was a joke, a pitiful sum against the backdrop of his mounting debts. Each object on the shelves seemed to mock him with its price tag.

He needed to breathe. He felt a dizzying pressure building behind his eyes.

He saw the ring almost immediately. The intricate filigree, the tiny diamonds surrounding a central sapphire. His grandmother’s. He remembered the stories, the way she used to twirl it on her finger as she spoke. He remembered her face when she lost it, the sadness that followed.

The shopkeeper, a woman with eyes as sharp as broken glass, eyed him with a dismissive air. “You got money for that, son?” His voice sounded small, even to his own ears. He felt the sting of humiliation, the bitter taste of failure.

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