"Just a little space," the words echoed in Leo's head, spoken by the overly friendly Mrs. Peterson. Leo watched her, her eyes twinkling as she gestured toward the section of his yard closest to her house. The thought of losing any of his meticulously trimmed grass made him feel a cold prickle, like ice spreading through his veins. He imagined the weeds, the potential mess, the constant upkeep he would suddenly be responsible for. The space around his chest felt constricted, making it hard to take a deep breath. He tried to smile, but the edges of his mouth felt stiff and unnatural.

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