The aroma of fresh coffee did little to soothe Carl's mood. He watched Sarah, his trainee, with a detached gaze. He pointed at the printer. β€œThat’s where you, uh, print things.” He found himself avoiding eye contact, his gaze drifting towards the window. He felt a profound sense of alienation, as if he were separated from the world by an invisible barrier. The silence in the office was deafening. He felt a cold hollowness spread throughout his body, a emptiness that threatened to consume him.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199