Eliza stared at the glowing screen, the words of the blog post twisting and mocking her. Her opinion piece, which she'd poured her heart and soul into, was attributed to a prominent influencer, a name that could open doors. Her own name, the one that should have been there, was nowhere to be found. She felt a burning sensation behind her eyes, and her breath hitched.

She tossed the laptop across the room, the sound of the impact a brief, satisfying release. She wanted to scream. She wanted to smash something. She started pacing the room, feeling like the walls were closing in on her. The world felt wrong, unjust, utterly unfair. She felt like her own self was being stolen.

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