The bus roared, a metal beast swallowing the city. Leo gripped the pole so tight his knuckles ached. His stomach churned with a mixture of dread and something akin to a profound sadness. He'd waited outside her office for hours, watching. Then, she walked out. This was a mistake.

He called her name, and she turned. His voice, hoarse with disuse, barely reached her. He blurted out their shared history, their inside jokes, their embarrassing childhood escapades.

She tilted her head. Her face, devoid of recognition, was a total stranger. "I am sorry, I am afraid you have the wrong person." The words seemed to echo in his skull, each syllable a blow. He wanted to scream.

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