The phone felt slippery in her sweaty hand. Tears threatened to spill, but she fiercely blinked them back. This wasn’t fair. This *couldn’t* be real. The world felt suddenly blurred around the edges.

“But… we were supposed to… everything,” she stammered, her voice cracking. Her fingers tightened around the phone, knuckles white. She couldn't process it. Everything they'd planned, the future they'd envisioned together, suddenly felt fragile, like a house of cards ready to crumble.

She bit her lip, the taste of blood a sharp, stinging contrast to the shock. She needed to be strong, to *not* fall apart. She fumbled for the phone again, wanting to rewind time.

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