"We have a problem," her mother announced, her voice strained. The words echoed in Lily's mind as she sat across from her. Her mother had never looked at her this way before. Her gaze was intense. "Your father... well, there's someone else." The shock of the statement numbed Lily for a moment. She felt the blood drain from her face.

Her mother launched into an explanation. Lily found herself unable to speak, to interrupt, to ask the questions that were screaming in her mind. Her chest felt heavy, as if a large rock was resting on her. She began to tap her foot rapidly against the floor, a nervous habit she hadn't realized she had.

Lily’s eyes began to scan the room, looking for a way out. She wanted to scream, to lash out, to deny. Instead, she just sat there, the rock in her chest growing heavier with each word.

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