The knot in Maya's stomach tightened as she entered their dorm room. The air felt heavy, stale, a stark contrast to the breezy hallway she’d just left. Her roommate, Chloe, was humming a cheerful tune, perched on Maya’s bed, seemingly engrossed in her phone. Maya fumbled with her backpack, the strap digging into her shoulder.

She couldn’t meet Chloe's gaze. Instead, she fiddled with a stray pen on her desk. A pen she distinctly remembered having placed on her bedside table, a few feet from where Chloe now sat. Her chest felt constricted.

"Hey," Maya finally managed, her voice barely a whisper. Chloe looked up, her smile bright, perhaps a little too bright.

“Oh hey! Just scrolling through TikTok. Everything alright?”

Maya felt her face flush. “Yeah, fine. Just… studying. I have a test tomorrow.” She needed to put as much distance as possible between herself and Chloe, and her journal. She retreated to her desk, the click of the chair a loud crack in the suddenly tense atmosphere.

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