The phone vibrated in Maya’s hand, the notification from her email – *Rejection*. She stared at the screen, unable to look away, as the words seemed to burn into her retinas. The prestigious publishing house, the one she'd poured her heart and soul into securing a contract with, had said no. Again. She pushed a stray lock of hair behind her ear, her fingers trembling.

She threw the phone across the room. It landed with a soft thud on the sofa. Maya buried her face in her hands. The air in the room felt thick, heavy, like a suffocating blanket. She wanted to scream, to shatter something, to obliterate the persistent feeling of inadequacy that gnawed at her.

After a moment, she rose and started to gather all the drafts of her manuscript, pushing them into a pile. She considered burning them, though she did not. The smell of the paper would be so acrid. The memory of the words would be impossible to erase, anyway.

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