"Well, isn’t this just perfect," I muttered under my breath. I took a hurried step back, as if that would somehow create more distance between me and him. There he was, looking relaxed and comfortable, as if our breakup had never happened.

His eyes met mine, and a playful smirk tugged at the corner of his mouth. It was a familiar gesture, one that had once made my heart flutter. Now, it just made my jaw clench.

I took a large gulp of water, trying to compose myself. I wanted to disappear. I felt like a tightly wound spring, on the verge of snapping.

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