He hurled the remote at the wall, missing the television by a mile. It clattered to the floor, the plastic cracking. Mark kicked at the offending object, then sank onto the sofa, his head in his hands. The knowledge, a cold, hard fact, had settled in his gut like a stone. He’d always felt… off. Like a puzzle piece forced into the wrong spot. Now he understood. He stared at the adoption papers, each word a betrayal of the life he'd lived. He grabbed his phone, ready to hurl it, but then threw it against the couch instead.

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