The sunlight streaming through the window felt harsh, too bright. Sarah felt a pressure behind her eyes as she glanced at the package. "For Ms. Eleanor Vance." A sharp stab of annoyance. She’d already returned three packages in the last week, all for Eleanor. How many more before the person would finally redirect their deliveries?

She rubbed her temples, trying to massage away the tension. Her phone rang, the shrill ringtone making her jump. "Yes?" she snapped into the receiver, regretting it immediately. Her boss. More deadlines.

The cardboard box seemed to grow larger with each passing moment, a physical manifestation of her mounting responsibilities. She wanted to scream. Instead, she turned back to the stack of unpaid invoices on her desk.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264