He leaned against the kitchen counter, the cold surface offering no solace. His roommate, Chloe, prattled on about the wonderful qualities of a bearded dragon. He tried to focus, but his mind raced.

He was behind on his bills, the rent was due, and his job felt increasingly demanding. The thought of a lizard, with its specialized needs, its exotic diet, felt like a cliff edge.

He rubbed his temples, fighting a wave of dizziness. He couldn’t. He simply couldn’t. "Chloe," he began, his voice barely a whisper, the words catching in his throat, a sense of panic constricting his chest.

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