He’d found the letter tucked inside his late mother’s jewelry box. It was addressed to him, but the envelope bore a different name. Inside, a faded photograph of a woman and a young boy, maybe five years old. A half-brother, the letter stated. His father’s secret.

He paced his living room, the polished wooden floorboards creaking under his weight. He felt a burning sensation in his chest, a tightness that made it difficult to breathe. He stopped in front of the mirror, staring at his reflection. His face was pale, his eyes wide and unfocused.

He picked up a nearby vase and hurled it at the wall. The sound of shattering glass filled the room.

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