It was a beautiful morning outside, the kind of day that usually filled Olivia with joy. Today, however, the sunshine seemed to mock her. The email notification, stating that she'd be training the new intern, felt like a summons to the execution.

She replayed the conversation with her supervisor, their casual tone and sympathetic eyes. She felt the blood drain from her face, leaving her feeling weak. She spent the entire morning straightening her desk, a flurry of unproductive activity to delay the inevitable.

When the intern finally appeared, Olivia found herself unable to meet her gaze. She was acutely aware of her own age, her own fading relevance. She tried to smile, but her lips felt stiff, unnatural. The words caught in her throat, a choked sob just below the surface.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294