Sarah slumped against the elevator wall, her breath catching in her throat. The fluorescent lights of the building seemed to flicker and mock her. The annual design competition, the pinnacle of her career aspirations, felt like a cruel joke. She had meticulously crafted her architectural model for months, sacrificing sleep and social life.

A cold wave washed over her as she recalled seeing her competitor's presentation. She’d walked out, heart hammering against her ribs, unable to feign composure. Their design, their vision, was a carbon copy of hers. She felt as though the very air had become heavy and difficult to breathe.

Her hands were shaking as she pulled out her phone and called her mentor, her voice tight and strained. "I think… I think someone stole my ideas," she stammered, the words barely audible. The silence on the other end felt like an eternity.

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