Rain lashed against the windows of the cafe, mirroring the tempest brewing inside Mark. He shoved his half-eaten croissant around his plate. Every mouthful of food felt like a chore, a burden. He’d been trying to explain the relentless bone pain to his therapist for weeks. He was sure she didn't grasp the severity, the constant ache that never truly disappeared.

A woman entered the cafe and sat at the table next to him. She clutched a steaming mug. The scent of coffee, usually appealing, only intensified his existing unease. She sighed.

"This blasted weather," she said, her voice laced with a similar tone to his own. "Does anything ever feel *right*?"

"Tell me about it," Mark muttered, picking at a crumb.

She looked at him then, her eyes narrowing slightly. "Are you… here for the same reason I am?" she asked hesitantly.

He stared back, bewildered. "Are *you* also getting the injections?"

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