The vibrant colors of the market stalls seemed to mock her. "Mariposa's Mango Salsa" was plastered on signs everywhere. Her salsa. It had been her secret recipe, the one that made her small restaurant a local favorite. She had lost her restaurant, then, to a fire. Now, someone else was taking the fame that should have been hers.

She took a deep breath, the sweet, cloying scent of ripe mangoes filling her lungs. The air felt heavy, oppressive. She felt a cold sensation in her chest, a physical ache she hadn't anticipated. She turned and walked away, the bustling crowd seeming to recede, leaving her alone in the throes of a deep, quiet rage.

Emotion: frustrated

Cluster: Anger / Hostility
PC1 (Valence): -1.56 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.344
P0.302
exasper0.257
aggravated0.254
que0.252
Suppressed:
unfolding-0.242
otre-0.226
latter-0.220
☺️-0.216
soon-0.212