The flickering screen illuminated Sarah’s face as she scrolled, the fluorescent light casting strange shadows on her worried features. A password, a profile pic of a girl she didn't recognize, and a flurry of activity. All under the name "MidnightBloom." Her daughter, Emily, was a quiet, bookish girl. This felt… wrong. She felt a knot tighten in her stomach, a physical manifestation of her unease.

She sat heavily in her daughter's desk chair, the plastic squeaking in protest. The air in the room seemed thick, heavy with unspoken secrets. This new information had cast a pall over the sunny afternoon. She ran a hand through her hair, a gesture meant to soothe but instead only tangled the strands further.

The words on the screen blurred as she read through the posts, each one a cryptic clue. She found herself clutching her chest, a sudden need to catch her breath. The profile screamed, “I'm not who you think I am.”

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236