He stared at the article on his phone, the headline a jagged knife slicing into his chest. "Literary Theft: Beloved Author Exposed." It felt like someone had kicked the wind out of him. He’d followed Silas Blackwood for years, memorizing passages, drawing inspiration from his prose. The world tilted on its axis.

He dropped his phone onto the worn couch, his legs feeling weak. The apartment, usually a haven, now felt suffocating, the air thick and heavy. He dragged a hand across his face, a gesture of exhaustion. He needed to get out, to escape the suffocating weight of this revelation.

He pulled on his coat, the fabric feeling stiff and unfamiliar. His usual route to the coffee shop seemed longer, the familiar buildings blurring at the edges. His steps felt unsteady, as if he might fall over at any moment.

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