The artist stared at her canvas, the blank white surface mocking her inability to create. The noise from next door was relentless, a brutal assault on her senses that she could not escape. It was a cacophony that grated at her nerves, the incessant hammering a cruel metronome to her inner turmoil. She felt trapped.

She squeezed her eyes shut, trying to conjure the images that usually flowed freely from her mind, but the sounds invaded every thought, every feeling. The brush trembled in her hand. She threw it on the floor.

She wanted to scream. Instead, she sat down and let out a long sigh, and just held her head in her hands, her shoulders shaking. She could not breathe.

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