The weight of the deadline pressed down on her, the air in her small office growing increasingly stale. She was attempting to send an encouraging message to her struggling friend, but the text, a raw expression of her own feelings of inadequacy, was sent to her extremely critical father. The message read, "I’m failing.ā€

She felt a sudden, sharp stab of panic. Her hands, usually steady, began to tremble uncontrollably. The computer screen swam before her eyes, the words blurring into an indecipherable mess. The silence in the room became a deafening roar.

She felt a tightening in her chest, making it hard to breathe. The thought of his inevitable disapproval, his judgment, filled her with a profound sense of despair. She wanted to crumble, to hide away from the world.

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
šŸ˜ž0.282
😄0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242