"This can't be right," I muttered, my voice barely audible. My palms were slick with sweat. The nurse’s reassurances sounded distant, meaningless. I felt a tightening in my chest, a physical manifestation of the dread. My life, my health, suddenly a stranger's. I couldn't comprehend how this was happening.

I wanted to run, to escape the sterile environment, the judging eyes. I wanted to scream, to smash something, to break the suffocating silence. My breath came in shallow, ragged gasps as I stood up, swaying slightly. All I knew was I had to get away, to find a place where this nightmare wasn’t true.

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