He ran a hand through his hair, tugging at the strands until it almost hurt. This was stupid. Two parties on the same night? It was a disaster waiting to happen. Especially for him. He'd tried to be casual when he’d first learned about Sarah’s plans. He’d congratulated her, told her it was a great idea. Now, days later, he was finding it hard to breathe.

He had promised himself he wouldn’t let her know. But the pressure was building. He walked into his kitchen, seeking a glass of water, and found himself pacing instead. The open, empty space felt like a judgement.

He felt his hands clench. He imagined Sarah, surrounded by people, effortlessly charming everyone. He’d spent weeks agonizing over details for his own party. Now, he wondered if anyone would even show up.

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