Her palms were clammy. The email notification had appeared while she was in the middle of a vital experiment. Now, it was all she could focus on. Professor Moreau had accepted a position at a prestigious think tank. This meant she was losing her advisor.

She felt a surge of heat rush through her, making her temples pound. She felt a desire to scream. Her progress felt tenuous now. Everything seemed to shift, to blur.

She picked at the corner of the email, her fingers trembling. The implications were staggering. She had to find a new advisor, somehow salvage her work. This was not the news she needed.

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