The air in the museum was thick with the scent of old paper and dust. Richard stood before a display case, his heart pounding a frantic rhythm against his ribs. The drawing, a crude representation of his nephew with a tall, shadowy figure, was a chilling echo of his own childhood.

He felt a suffocating pressure in his chest. He remembered the nights spent huddled in the dark, whispering to his own friend, "Nightshade". He was suddenly and completely overwhelmed, memories surfacing like bodies after an earthquake.

He backed away, the world tilting. He stumbled through the crowded exhibit hall, desperate to escape. The faces of the other visitors swam before his eyes. He needed to breathe, he needed to get out.

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
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229