"That’s impossible," Marcus said aloud, the words echoing in the empty apartment. The accusation against his favorite author, Theodore Crowe, had just appeared on his computer screen. Marcus felt like he'd been punched. He felt sick.

He pushed back from his desk, the chair scraping against the floor. He got up and began to wander aimlessly around the room. He felt a deep, profound sense of loss, as if he’d lost a friend.

He rubbed his temples, trying to calm the racing thoughts in his head. Then he went to the window, staring out at the city lights, the blur of movement and sound a stark contrast to the quiet turmoil within him. He felt as though the world had tilted.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169