The editor’s polite refusal felt like a physical blow. Thomas reread the email, each sentence a stab. *Thank you for your patience… Not quite right for our list…* He ran a hand through his hair, mussing it further. He'd envisioned this moment, the acceptance, the celebratory phone calls. He had even planned the launch party!

His chair creaked as he leaned back. The walls of his apartment seemed to close in, the air thick with unspoken disappointment. He stood up, pacing back and forth, the same words echoing in his head. *Not quite right…* The sunlight from the window felt inadequate, unable to dispel the growing gloom.

He grabbed his worn leather jacket, the one he always wore when he needed to feel grounded. He wanted to go for a run, maybe work it all out through the pounding of his feet, the burn in his lungs. Anything to distract from the hollow ache in his chest.

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