The phone felt heavy in Emily's hand. The rejection email had arrived this morning, and she kept rereading it, each word a fresh pang of disappointment. Her fingers trembled as she scrolled through her contacts, trying to decide who to call, who to share the crushing news with.

Her breath came in shallow, rapid gasps. The walls of her small apartment seemed to be closing in on her. She felt a burning ache behind her eyes, the familiar precursor to tears. She paced the room, the same path worn into the carpet over the last hour.

She thought of the hours of training, the sacrifices, the unwavering belief in her ability. Now, all that effort felt wasted, meaningless. The world felt out of focus, as if looking at it through a distorted lens.

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