The cold sweat prickled across Maya's forehead. Her heart hammered against her ribs, a frantic drumbeat against the silence of the library. It couldn’t be true. The academic journal, the culmination of two years of research, her life's work... published under Professor Harding's name. She felt a tingling sensation in her limbs, as though they were buzzing.

She fumbled with her phone, the screen smudging with fingerprints. She needed to call someone, to explain, to fix it. The number for the journal's editor blurred before her eyes. She put the phone down and then picked it up again, the motion repeated several times. Her throat constricted, making it difficult to swallow. The air seemed thin, the rows of books closing in on her.

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