The news had been a jolt, a sudden, unexpected blow. Amelia had brushed it off at first, thinking it a misunderstanding. Now, seeing the reality, she wanted to turn and flee. The place where the willow used to stand was now just barren soil.

She felt a hollowness in her chest, a physical ache. The world seemed muted, colors drained of their vibrancy. Her breath came in short, shallow gasps. She struggled to remain upright.

She ran a hand over her face, leaving streaks of dirt on her cheek. The sun felt too bright, the air too thin. She closed her eyes, trying to remember the shade, the rustling leaves, but only felt the raw, vacant emptiness.

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