The email pinged at 3 AM. He shot up in bed, heart hammering against his ribs. He switched on his reading lamp and squinted at the screen. The subject line: "15 Year Reunion - Save the Date!". The words felt like a physical blow.

He sat there, rigid, staring into space. The memories, the regrets, the old hurts – they flooded back, vivid and unwelcome. He felt a strong urge to simply disappear.

He turned off the lamp and lay back down, but sleep eluded him. He tossed and turned, the invitation’s presence a heavy, unwelcome shadow in his mind. He lay there, staring at the ceiling, waiting for the sun.

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