The phone rang again, a shrill, unwelcome sound that sliced through the already heavy atmosphere in Liam's cubicle. He flinched, his hand hovering over the receiver, paralyzed by the thought of another demand. He felt a wave of nausea wash over him.

He noticed Chloe staring at his desk, her eyebrows raised. She pointed toward a photograph that had slipped from a drawer.

β€œLiam? Is that a photo from Camp Sunnybrook?” Her voice was soft, questioning.

He felt a sudden shift, a brief escape from the suffocating pressure. He nodded, unable to speak.

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