"Honestly, it's a bit much," Mark muttered, pacing his cramped apartment. His jaw clenched, a muscle jumping in his cheek. He ran a hand through his already disheveled hair, leaving it standing on end. He felt the phantom pressure in his chest, a heavy weight that settled whenever an email appeared on his screen.

He’d just learned about the book – "Mark Olsen: A Life Unveiled." The title alone felt like an accusation. He glanced at the stacks of unopened mail piled on the kitchen counter, each envelope a potential source of scrutiny. He felt a desperate need to retreat, to build a wall around himself.

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