He paced, back and forth, the worn wood floorboards creaking under his weight. The newspaper lay discarded on the coffee table, the headline mocking him: "Chef Giovanni's Revolutionary Pasta Sauce!" The sauce, the "Sicilian Sunset" he painstakingly crafted with heirloom tomatoes and secret herbs, the one he thought was his legacy.

Giovanni ran a hand across his unshaven face. The ache in his chest was a constant companion. The magazine article was a celebration, the writer praising Giovanni’s innovation.

He felt a tightness in his throat, a silent scream building inside.

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