Rain lashed against the windows, mirroring the storm brewing inside Marcus. He poured himself another scotch, the amber liquid swirling in the glass. The air in the apartment felt thick, suffocating. He’d come home early, needing to escape the sterile environment of his office.

The discovery had come this morning – a small, unassuming envelope nestled among his wife Sarah's mail. Inside, a bank statement, detailing a savings account with a shockingly high balance. The account was in her name, a secret he hadn't known she harbored.

His chest constricted, as if a physical weight had been placed upon it. He sat down heavily in a chair, feeling the blood drain from his face. Sarah always talked about the bills, the financial stresses. Why hadn't she shared this? The silence between them felt like a chasm that had suddenly opened beneath 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