The diagnosis hung in the air, a cold, harsh reality. Mr. Silva had received the grim news about his health, a slow, debilitating illness. The prognosis was bleak, and the fear clawed at his insides. He sat alone in his house, struggling to find the strength to face the coming days.

A package arrived, a custom-made quilt. Each square was embroidered with messages of encouragement, and memories from his students. A note was tucked inside: "For warmth, and for the reminder of all the good you did." The warmth of the quilt, and the heartfelt messages, offered a small comfort. He felt a calmness he hadn't known in weeks.

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