The rejection email sat, unread, in Maya's inbox. She avoided looking at it, the thought of opening it enough to make her stomach churn. The innovative, eco-friendly toothbrush she'd designed, meticulously researched, and lovingly crafted. Someone already had a patent for it, a nearly identical product. She ran her hands through her hair, tangling the ends in her fingers. She walked to the window, staring out at the vibrant, bustling street scene below, but she didn’t see anything. The city noises seemed distant, muffled. She felt a profound sense of… emptiness.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216