Clara felt a cold sweat break out on her forehead. She reread the report. The revolutionary food synthesizer she had designed was, according to the patent attorney, a duplicate. Someone had beaten her to it. A wave of dizziness made her grip the armrests of her chair.

She slowly began to realize the implications. Years of work, all for naught. The investors, the deadlines, the pressure – it all felt unbearable now.

She wanted to escape, to run and hide from the world. Her breath came in shallow, ragged gasps. The walls of her office seemed to be closing in on 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