The doctor's office felt sterile, cold. Daniel, clutching his daughter's drawing, sat rigid in the uncomfortable chair. The drawing depicted a boy with a crooked smile and mismatched socks playing with his daughter in a sunny meadow. Daniel recognized him instantly. He was a presence that had occupied his every childhood thought.

He felt a flush creep up his neck. The doctor, a young woman with kind eyes, was speaking, but the words were a distant hum. All Daniel could focus on was the drawing, the unsettling familiarity. His breathing grew shallow, ragged. He ran his hand over his face, trying to regain control.

"Is everything alright, Mr. Peterson?" the doctor asked, her brow furrowed with concern. Daniel mumbled an affirmative, but the knot in his stomach only tightened. He felt a desperate need to escape.

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