Rain lashed at the canvas awning, mirroring the tempest inside Leo. He shoved his hands deeper into his pockets, the damp seeping through his jeans. This ridiculous sale was a monument to boredom. He didn't *need* anything. He *wanted* to be anywhere else.

Then he saw it. A familiar, threadbare form slumped against a plastic bin filled with broken toys. Its one remaining button eye stared blankly. He froze, a cold jolt spreading through him.

“How much?” he asked, the words forced from his clenched jaw.

The seller, a jovial man in a stained apron, chuckled. "Five bucks. He's seen better days, that fella."

Five dollars. Five measly dollars for something that dredged up a whole childhood's worth of… *stuff*. He paid, barely glancing at the man. His mind raced. He had to get home. Now.

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