The email sat unopened in the inbox, mocking her. Clara chewed on her thumbnail, the familiar sting of anxiety blooming in her chest. She had a presentation to prepare for tomorrow, a crucial one that could land her the promotion she desperately wanted. Yet, her mind was fixated on another, far more trivial issue: the hamster, Hammy, that her roommate, Ben, wanted.

Ben had already purchased the cage, the wheel, the little water bottle. The thought of a tiny creature trapped in a glass prison, a constant reminder of Ben's victory, sent a shiver down her spine. Clara felt a strange, suffocating pressure in her chest, as if the very air was thinning.

She clicked the send button on the presentation email. Then, she promptly closed her laptop. She needed to breathe.

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