The scent of freshly baked bread usually soothed her, but today it only amplified her distress. Martha stared at the rejection letter, the words a constant torment. She felt a knot forming in her stomach, a physical manifestation of her… distress.

She couldn't focus on anything. The manuscript lay on the table, a constant reminder of her failure. Her fingers itched to tear it apart, to obliterate the words that now seemed so worthless.

She cancelled her plans for the evening, unable to face anyone. The silence of her house pressed in on her. She felt like a ship lost at sea, adrift and alone.

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