Rain lashed against the windows of the bus shelter, mirroring the storm brewing inside Thomas. He'd found the wallet tucked under a bench, thick with cash. He ran a hand through his already dishevelled hair. Everything felt like it was closing in on him. His bills, the endless demands, the crushing weight of responsibility.

The cold seeped into his bones, and his teeth began to chatter. He opened the wallet again, the crisp bills a stark contrast to his own threadbare existence. He imagined the owner, their panic, their probable misfortune.

He was suddenly aware of the silence of the street, the isolation. He felt as though he was drowning in the echoes of his own thoughts. His pulse hammered in his ears.

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