The afternoon sun, usually a welcome visitor, seemed to mock Clara as it streamed through her office window. Professor Olsen’s news. The abruptness of it. It made her chest tighten. She felt a phantom sensation of being off balance.

She tried to focus on the research paper she was working on, but the words swam before her eyes. She reread the same paragraph four times, unable to absorb a single word. She felt the urge to pace, but instead, she leaned back in her chair, the leather creaking in protest.

She ran her hands across her face, feeling the prickle of unshed tears behind her eyes. What would become of her project? Of her future? All the meticulous planning, the late nights, the sacrifices… Were they all for nothing? The idea felt like a physical assault, a crushing weight on her chest.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256