"Just throw it away, love," her husband had suggested, but she couldn't. The letter clutched in Amelia's fist, crinkled with the pressure, felt like a burning coal. She retreated to the sunroom, the sudden warmth a stark contrast to the chill that had settled in her bones. Tears welled, blurring the vibrant colours of the garden outside. Her chest felt constricted, as if a great weight had settled upon her. A tremor began in her hands, spreading slowly to her arms. She needed air, she thought, and quickly opened the sunroom door, letting a gust of wind blow in.

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