The announcement hit Amelia like a physical blow. Dr. Bell, her mentor, her champion, was leaving. She clenched her fists, her nails digging into her palms. A wave of despair washed over her. It was as if her foundation had been torn away.

She found herself replaying conversations, seeking clues she’d missed, hints of the upcoming departure. Nothing. The professor had been nothing but encouraging, supportive. This sudden shift felt like a betrayal.

She spent the afternoon wandering aimlessly around campus, the familiar paths now feeling alien. The vibrant colours of the fall leaves seemed muted, the laughter of other students grating on her nerves. The world had lost its usual luster.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236