The waiting room suddenly felt like a cage. Robert leaned forward, resting his elbows on his knees, his head in his hands. The weight of the news was crushing, the implications endless. He couldn't grasp it. He felt as though the ground had been swept from beneath his feet.

He kept replaying the doctorโ€™s words, each repetition bringing a fresh wave of nausea. He closed his eyes, fighting back the rising panic. He imagined all the potential consequences, the life-altering possibilities that were suddenly not his own.

He wanted to scream. He wanted to break something, to release the turmoil that churned within him. His chest tightened. He sat there, frozen, the world spinning around him.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229