The archery range felt like a prison. The coach's pronouncement – "You're moving to the longer distance shooting" – still rang in his ears. Jake, a skilled archer, was told to change his style, his position. The new distance meant a different technique, a new form. He had to learn everything all over again.

He pulled the bowstring, the tension in his arm mirroring the tension in his chest. His shots were often off-target, the arrows landing far from the bullseye. He missed the immediate gratification of a successful shot, the feeling of hitting the target. He avoided his friends, his cheerful nature replaced by a deep quiet. He began to question his abilities, his enthusiasm for the sport quickly fading.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199