The phone felt like a brick in Coach Jackson's hand. He stared at it, the screen dark, the name “Mark” still displayed. He wanted to throw the device across the room. The air in his office was thick, heavy, like a swamp. He took a deep breath.

He knew Mark's dad, had known him since they were kids. Cutting Mark would not only devastate the kid, but possibly ruin a friendship he treasured. He took a deep, shaky breath, and felt his head begin to pound, his vision blurring.

He clenched his fists, knuckles white. The thought of the conversation to come left a metallic taste in his mouth. He despised this part of his job, this moment of utter devastation. He punched the button, and the screen lit up, bringing a fresh wave of nausea with it.

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