The world seemed to shrink around me. I sank into the chair, the print shop floor felt unsteady beneath me. My name, plastered in bold letters across the cover, felt like an accusation. I could feel my face burning. I wanted to tear it all to shreds, to disappear the story, to make the whole thing a bad dream.

It was all too much. I could feel the tension, a tight band around my chest. Each breath was an effort. My vision blurred, and the sounds of the printing press faded, becoming a dull roar. The fluorescent lights overhead seemed to pulse, mocking me.

I gripped the chair, my knuckles white. I wanted to escape, but I didn't know where to go. The very air had gone dense and heavy.

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