He stared at the blank screen, the cursor blinking mockingly. The novel was due next month, and the ideas wouldn’t come. He rubbed his temples, feeling the tension gathering in his neck. Across the room, Finn was practicing guitar, singing along with a cheerful energy. “Remember that summer festival?” Finn asked brightly.

He sighed. “I remember being trapped in a crowded tent, wishing I was anywhere else.” He felt the world closing in, a feeling of claustrophobia.

Finn stopped playing. "Trapped? No, it was amazing! The music was fantastic, and we met some great people!" He looked at his friend with concern.

The disparity between their memories felt like a chasm. He felt a deep sense of wrongness, as though he was living in a different universe. His breath hitched in his throat.

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