The vibrant, colorful chaos of the art studio usually invigorated Leo. Today, however, the air felt thick, heavy. He was supposed to meet with Professor Bell, his thesis advisor. He'd been looking forward to showcasing the new techniques he had been practicing. His phone buzzed, a message from his mentor confirming the news. "Can we meet? I have some difficult news."

He ran a hand through his hair, the familiar gesture failing to soothe him. The paints, the canvases, the tools he loved, now seemed like objects from a foreign land. He had worked so closely with Professor Bell. They had shared ideas, collaborated and built a creative partnership. He felt a sharp, persistent pang in his chest.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229