The constant chatter of the students, the endless demands, the lack of resources – it was all becoming too much for Ms. Ramirez. She was struggling to keep up, her thoughts were in a jumble. Her usual optimism had vanished, replaced by a deep sense of discouragement. She considered resigning.

A student, Maria, whom she had mentored through a difficult family situation, stopped by after school. Maria handed her a small clay pot, painted with vibrant colors. Inside, a small flowering plant.

"Thank you, Ms. Ramirez," Maria said softly, her eyes shining. "You helped me grow." Ms. Ramirez felt a sudden welling of emotion, a feeling of connection to something larger than herself.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169