Coach Ramirez slammed the door to the equipment room, the reverberation echoing in the empty gym. He kicked a stray basketball across the polished floor, the sound a sharp crack against the silence. He ran a hand through his already disheveled hair, feeling the sting of sweat in his eyes. He hated this.

He replayed the scene in his mind: David's hopeful face, the plea in his eyes. The kid had worked so hard, showed up every day, but he just wasn't good enough. The reality of the situation was a festering wound.

He wanted to tear down the posters, rip up the playbook. He wanted to undo the whole season and start over, find a way to make it right. Instead, he just stood there, the weight of the decision crushing him, as he thought about his own shortcomings as a leader.

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