The doctor's office felt cold, sterile. John sat across from his therapist, fingers interlaced in a tight knot. He explained the situation, the details of his published scientific paper, now credited to his supervisor. His voice cracked with each word, his eyes darting around the room, avoiding direct contact.

He found it difficult to maintain eye contact. He tugged at the edge of his sleeve, a nervous habit he'd developed over the past few weeks. His chest felt constricted, as if a weight was pressing down on him. The room began to spin. He needed to be calm, he told himself, but the words felt hollow, useless.

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