The constant hum of the office computers had turned into a deafening roar. Sarah felt a pressure behind her eyes, a dull throb that worsened with each passing hour. She couldn't concentrate on the report. Her mind kept returning to the news she had received. A junior colleague, someone barely out of college, was earning more than she was, even though she had been working there for three years.

The color drained from her face. She felt like someone had punched the wind out of her. Her fingers trembled as she typed, her words losing all meaning as they appeared on the screen. She needed to escape. She needed to disappear.

She pushed back from her desk, the chair screeching against the floor. She needed a distraction. She grabbed her bag and walked out, not bothering to inform anyone where she was going.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264