The harsh fluorescent lights of the storage unit cast long shadows across the forgotten belongings. Liam held the draft letter of resignation, the words a jagged line across the page. His father, the man he had always admired, had apparently been deeply unhappy. His breathing grew shallow.

The letter was laced with a bitterness he never knew his father capable of. The words stung. A cold wave washed over him. He felt as if he had been struck. He felt a tightness in his chest.

He wanted to tear the letter to shreds, to erase the truth. He closed his eyes, his head swimming. He opened them and re-read the letter. He felt his legs tremble. He hated this discovery.

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