The ringing phone was a physical shock. He jumped, heart hammering against his ribs. It was his sister. He knew, instinctively, what it was about.

He picked up the phone, and his sister started talking, her voice flowing, explaining what he had to do. He found himself unable to interrupt, the information washing over him in a relentless stream. The details seemed to multiply, creating a fog.

He hung up, his hands shaking. The tasks, the appointments, the deadlines... they were piling up, each one a tiny brick in a wall that was slowly, but surely, collapsing around him. He felt pinned down, unable to move, unable to breathe.

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