The ring of the phone, late at night, in the room she wasn’t supposed to go into, had become a torment for Anna. The caller ID was always blocked. She finally saw the truth, on a utility bill, where the phone line was listed under his name. Her partner, Liam, was clearly hiding something.

She felt a wave of heat wash over her, her face burning. She walked to the window, the city lights a blurry, indistinct mass. She wanted to scream, to lash out, to break something. She gripped the cold windowsill, the pressure a small comfort.

She closed her eyes and took a deep breath. She knew, now, that the life she thought she had was gone.

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