A bead of sweat trickled down Leo’s temple as he walked towards Professor Ramirez’s office. He’d seen the announcement plastered on the department bulletin board: "Dr. Ramirez to accept a position elsewhere." His knees felt weak. He’d envisioned working alongside her for years, building a career, becoming something.

He knocked, the sound loud in his ears. The door swung open, and he saw Professor Ramirez looking, strangely, serene. "Leo, come in," she said, her voice smooth, but Leo heard a tremor of something underneath. He sat down, avoiding her gaze. His hands fidgeted in his lap.

"I... I saw the announcement," he managed, his voice barely a whisper. He picked at a loose thread on his jeans. A suffocating feeling pressed down on him, and he wished he could disappear. He wondered how he would possibly navigate the next year, let alone write a whole thesis.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228