“I don’t believe it,” Sarah muttered, her voice raspy. She reread the message again, her vision swimming slightly. The closure of “The Cozy Corner Cafe” felt like a personal betrayal. She'd spent countless hours there, finding solace in their blueberry muffins and the gentle murmur of conversation. Now, that comfort was being ripped away.

She felt a nervous energy bubbling inside her. Her fingers fidgeted, picking at the loose threads on her jeans. She stood up abruptly, pacing back and forth in her small apartment. The walls seemed to be closing in, the air thick with the unspoken despair. The closing of the cafe, it was just the final nail in the coffin, she felt.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169