He stared at the blank email, the words "regret to inform you" burning into his retinas. The disappointment was a physical ache, a dull throb behind his breastbone. Robert had been so excited. He ran a hand over his face, feeling the rough stubble against his skin. He had spent hours imagining the faces of his loved ones, hearing their voices, now silence echoed in his mind. He found himself walking aimlessly toward the kitchen, and grabbed a bottle of water, but he couldn't bring himself to drink it.

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