The pounding started at precisely 7:00 AM. Sarah threw the covers over her head, wishing for the sweet oblivion of continued sleep, but the rhythmic thudding persisted, a relentless assault on her tranquility. She peeled herself from the bed, a leaden weight in her limbs. Next door, Mr. Henderson, bless his heart, had embarked on a "minor kitchen remodel." Minor for him, apparently, was synonymous with turning the quiet cul-de-sac into a construction zone.

She slammed the coffee pot onto the burner, the sound echoing the anger bubbling inside her. The air already felt thick with the dust that inevitably seeped into every crevice, every corner. A fine layer coated the windowsills, a testament to the chaos that had consumed the neighborhood. She pictured the mess, the constant noise, the unending disruption and a tremor went through her.

The phone rang. It was Brenda from across the street, already venting. "Can you *believe* this?!" she shrieked, her voice thin with frustration. Sarah sighed, knowing this was just the beginning.

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