The rustling of the paper sounded like a hiss, a whisper of old secrets. Emily’s hands shook as she held the letter, the tremors radiating up her arms. Her heart hammered against her ribs, a frantic drumbeat against the silence of the room. She felt a burning sensation behind her eyes, the prelude to tears she desperately fought to contain. She bit down on her lip, a sharp, physical pain to distract from the emotional onslaught. She wanted to scream, to shatter the stillness that was now suffocating her.

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