The afternoon sun streamed through the window, illuminating dust motes dancing in the air, a scene she couldn't appreciate. She’d been waiting for this moment, had envisioned the email arriving, the euphoria washing over her. The reality was a cold, hard slap. The article was published, alright. But not under *her* name.

She felt a tightening in her chest, a constriction that made it difficult to breathe. Each breath came in short, shallow gasps. She swiveled away from the computer, needing to distance herself from the sight of her stolen creation. She got up, the chair scraping loudly against the floor, and began pacing her cramped office.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256