The house felt stifling. He’d avoided answering the phone all day. He'd seen the email. The job. Gone. He kicked at a stray piece of paper, sending it skittering across the floor. Maya had *always* been the golden child, the one everyone loved.

He felt a tightness in his chest. A burning sensation. He grabbed a glass of water, gulping it down. It didn't help. He turned on the television, hoping to distract himself. The screen flickered, displaying an endless loop of cheerful advertisements. He slammed the remote down and turned it off.

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