He stared at the blank screen, his cursor blinking mockingly. The creative well had run dry, leaving a hollow ache within Leo. His apartment echoed with the silence of unwritten stories. His online friend, "InkSlinger", was a fellow writer, providing encouragement and constructive criticism.

InkSlinger mentioned they lived in the same city. The revelation hit Leo like a punch to the gut. He craved connection, yet recoiled at the thought of vulnerability. He wanted to feel better.

He agreed to meet. The bar was dimly lit. When he turned around, he was surprised by the person standing there. As they began to talk, Leo found that his heart started to race in a way that he hadn’t felt in months.

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