A wave of nausea churned in Maya's stomach. Her palms were slick with sweat. The accusation, delivered with clipped professionalism by the disciplinary committee, hung in the air like a noxious fume. Sheโ€™d spent weeks on that research paper, her senior thesis, the culmination of everything.

She wanted to scream, to lash out, but instead, she just sat there, frozen, her gaze fixed on the mahogany table. The room was oppressive, the sunlight struggling to penetrate the tall windows. She felt as though sheโ€™d been plunged into an icy bath.

Later, walking back to her dorm, the campus seemed to mock her. The laughter of students, the rustling of leaves, the vibrant colors of the autumn trees โ€“ all of it seemed alien, distant. Every footstep echoed with the weight of the looming shadow.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236