He stared at the essay on the screen. The title: "The Courage to Confront My Fears." It felt like a joke. He’d never felt courageous. He felt his face flush with heat. The essay, the one about his fear of failure and his social awkwardness, was being held up as an example.

His shoulders slumped. He felt an intense desire to withdraw, to hide. The words on the page seemed to mock him, the carefully constructed persona he had tried to create now shattered.

He found himself pacing the room, his hands clasched behind his back. He felt a rising panic, a frantic need to escape the scrutiny. He wanted to scream, but the words caught in his throat.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242