The confetti gun sat heavy in Elias's hand, feeling suddenly useless. He'd rehearsed the flourish a dozen times, envisioned the look on Sarah's face as the colourful paper rained down. Now, staring at the apologetic text message from Liam, his thumb hovered over the delete button. He clenched his jaw, the muscles in his neck protesting. The decorations, meticulously crafted and strung up around his apartment, now seemed aggressively cheerful, mocking him with their vibrant colours. He kicked a stray helium balloon across the living room, the quiet 'thump' echoing the sudden deflation of his own anticipation.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224