"Focus," she muttered, her voice barely a whisper. The weight of the world seemed to rest on her shoulders. She'd been helping her grandfather remodel his garage when she found it. A metal box, buried deep beneath the concrete floor.

Inside, she found a collection of old photographs, a faded map, and a collection of ticket stubs. She wanted to know more. She didn't want to know more. The knowledge was suffocating.

She felt the blood pounding in her ears, her palms grew clammy, and the tightness in her chest made it difficult to breathe. She was drowning in the unknown. It was too much to bear. She felt the tears welling up in her eyes, threatening to spill over.

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