“I don’t know, Dad,” I muttered, staring at the dust motes dancing in the late afternoon sun. My father’s gentle inquiries about my future were building an unbearable pressure within me.

Every word felt heavy, like a lead weight pressing into my chest. The offer of help, the concern, the affection – all of it was a constant, pulsing reminder of failure. I wanted to disappear.

My breath hitched, and I found myself needing to escape. I pushed my chair back, the scrape of wood against the floor making me flinch. "I'm going for a walk," I said, my voice barely a whisper.

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
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242