The familiar scent of pine needles was gone, replaced by the acrid smell of fresh sawdust. The towering cedar, now nothing but a stump. Mark’s carefully constructed world felt unstable, unbalanced, like the ground had shifted beneath his feet.

He stood there frozen, his body refusing to obey his commands. The world narrowed, focusing solely on the devastation. He felt a burning in his eyes, a sensation he hadn't experienced since childhood.

He took a step forward, then another, drawn towards the scene of the crime. The wind whispered through the remaining trees, a haunting reminder of what was lost. He reached out to touch the stump, his fingers tracing the rough surface, and a sob escaped his lips.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229