Clara felt a knot tighten in her throat as she saw Daniel, her ex, standing near the dessert table. The sight of him, so casually dressed and laughing with friends, felt like a violation, a reminder of the life they'd almost shared. She felt a deep, pervasive sense of unease. She found herself subconsciously straightening her dress, as if that could somehow shield her.

Her appetite vanished. The sight of the elaborate cakes and pastries, once appealing, now made her feel nauseous. She forced a smile, but it felt strained and brittle. She tried to focus on the conversation she was having, but his presence was a heavy weight on her mind.

The room seemed to spin slightly. She excused herself, needing to move, to do something, anything to escape the oppressive feeling of being watched. She made her way towards the bathroom, hoping for a moment of quiet, a chance to collect herself.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290