"This isn't happening," she whispered, her voice barely audible. The email sat open on her phone, a tiny, glowing rectangle of doom. She stared at the subject line, the words blurring into an incomprehensible mass. Her hands began to tingle.

She needed to get out, to move, to do *anything* but sit here. She jumped up from the couch, pacing the confines of her small apartment. The walls seemed to be closing in.

She glanced at the kitchen counter, where a half-eaten bag of chips lay discarded. The thought of food made her nauseous. The only relief was to look away, to not acknowledge the truth of what was now happening.

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